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Paper Citation Record · LEDGER

World Action Models are Zero-shot Policies

As of 5 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 100 inbound Pith citation observations for arXiv:2602.15922.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2602.15922 v1

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T16:18:15.003371Z

measured 191 of 191 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 100 of 256 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:38:28.003247Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

91 of 91 outbound references displayed

  • verified exact58
  • verified fuzzy28
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a40017d2-b77f-489b-b245-bd438f6dd2e0 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

World Action Models are Zero-shot Policies Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 1

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arxiv_id, observed 2026-05-11T20:45:22.179902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:302fef8b7650ff651150a3d8594be48ed409db7738086fb5ff8aa4b97a0d03f3

Observation e8de21ed-7a5e-4bd5-aa18-5e3d79c67d72 · outbound

This paper cites World Simulation with Video Foundation Models for Physical AI.

World Action Models are Zero-shot Policies World Simulation with Video Foundation Models for Physical AI

Reference 2

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arxiv_id, observed 2026-05-12T23:01:14.323574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:04625068ba17b1ad1befd3b0f8b4b8d1c8cb7efa13bccb4c3d16e82b085c7c79

Observation 603bfa97-ba77-43a4-b086-d5c306b7d3e5 · outbound

This paper cites Self-supervised learning from images with a joint-embedding predictive architecture.

World Action Models are Zero-shot Policies Self-supervised learning from images with a joint-embedding predictive architecture

Reference 3

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raw_fallback, observed 2026-05-11T16:18:16.267355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:f3c3043238615199c8194ccfb59c01546d717ceae7ec850b205554039e9bd8e8

Observation edea824e-f551-4587-8b00-c2326bdfcfe1 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

World Action Models are Zero-shot Policies V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 4

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local_arxiv, observed 2026-05-11T16:18:15.244552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3306f871b11d8e9b53c871e834964e0f6a6d414a97da38293d7feef8d1ee8aa9

Observation 6810cfad-70ee-43bc-adc3-12954307d595 · outbound

This paper cites an unresolved cited work.

World Action Models are Zero-shot Policies Unresolved cited work

Reference 5

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unresolved
raw_fallback, observed 2026-05-11T16:18:16.059546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2a642248a19b2d5cfdc024ebfaee716f85bfc8a2fbf69076a00ab8ecedcf7974

Observation 6f655ad6-6fe8-42f7-b458-41c326773941 · outbound

This paper cites logitFD: an R package for functional principal component logit regression.

World Action Models are Zero-shot Policies logitFD: an R package for functional principal component logit regression

Reference 6

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arxiv_id, observed 2026-05-11T16:18:15.705561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:cae2111b9d85513578f5001abe1760878e1c5261576deee5fe28a8e0fbba3eea

Observation 352979cc-3462-4b6e-ade6-0fba10ecd13e · outbound

This paper cites A Careful Examination of Large Behavior Models for Multitask Dexterous Manipulation.

World Action Models are Zero-shot Policies A Careful Examination of Large Behavior Models for Multitask Dexterous Manipulation

Reference 7

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arxiv_id, observed 2026-05-25T04:32:56.991484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1e9ffc15c0e0f4bcf42b3f894aa60efefb40b24bde9caea811b7092a5bf1d97a

Observation 0c6102a6-9dfc-4bfa-8d26-9b49bd797568 · outbound

This paper cites Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation.

World Action Models are Zero-shot Policies Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation

Reference 8

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arxiv_id, observed 2026-05-15T12:17:01.597427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a1a8c8cad58b0e842b6862a2f2749aee988c3aaff9f573fa46f4c57a00328ed5

Observation 95ae09e7-68eb-4862-b5d5-0417cc39087c · outbound

This paper cites GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.

World Action Models are Zero-shot Policies GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 9

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local_arxiv, observed 2026-05-11T16:18:15.765647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:05d2b08efd2fcbcdec487c16f8abb39c847fc9cf3ac08cf7732850dbf5f1e71d

Observation 62a5feeb-e68e-4824-8527-c59409b17a9d · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

World Action Models are Zero-shot Policies $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 11

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local_arxiv, observed 2026-05-11T16:18:15.788695Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a5a82a6f8f07e1df0f44a1029e36d0acb82a3e778262c4a4b0308f13296f3a3b

Observation b7692fb3-90be-4e1d-9d30-4b50d6c5931c · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

World Action Models are Zero-shot Policies On the Opportunities and Risks of Foundation Models

Reference 12

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local_arxiv, observed 2026-05-11T16:18:15.801646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:75431febc0481f91016749148e2346160df2bdfc8f721392071b376f7f1ea050

Observation 5da8a70e-4e19-492c-bb7f-7074b1e1ac1c · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

World Action Models are Zero-shot Policies RT-1: Robotics Transformer for Real-World Control at Scale

Reference 13

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local_arxiv, observed 2026-05-11T16:18:15.829154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e1bbe8fb3754c54a06096aba7527b2096dd5d9cd67be0019ba2d0b6cd4475040

Observation 7f0aa1ec-7573-4c8c-89bd-9d7c10351990 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

World Action Models are Zero-shot Policies RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 14

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local_arxiv, observed 2026-05-11T16:18:15.836058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:cfb31da0e744444b7b94b10e0b1a6ef103564c2f3822cf9d32c877879cd157b8

Observation 2c14faea-1a43-470c-85bd-ecfa5da758fc · outbound

This paper cites Do as i can, not as i say: Grounding language in robotic affordances.

World Action Models are Zero-shot Policies Do as i can, not as i say: Grounding language in robotic affordances

Reference 15

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raw_fallback, observed 2026-05-11T16:18:16.150283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:56285ac48f113f8a24b6566bc445f118990096ebe2c3e82f480b3a0e57667ae2

Observation b0b31832-716c-4d63-8f0d-7dd9183921e1 · outbound

This paper cites UniVLA: Learning to Act Anywhere with Task-centric Latent Actions.

World Action Models are Zero-shot Policies UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Reference 16

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arxiv_id, observed 2026-05-12T15:28:07.265740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:6e288a6a44afb9d706dbd924eca582cd26218e51d6539a92c5ddda4ad206ffaa

Observation e838f07f-1b58-47ff-8154-a40dfbe6f4d1 · outbound

This paper cites GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation.

World Action Models are Zero-shot Policies GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation

Reference 17

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arxiv_id, observed 2026-05-12T01:09:34.215368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3a155c995461ba43eb6c9fd5a3970c067f4eb47e2b8b3c6c96947a46b69c39a1

Observation 30817c07-5d13-4186-a959-8625fdce1f48 · outbound

This paper cites Spa- tialvlm: Endowing vision-language models with spatial reasoning capabilities.

World Action Models are Zero-shot Policies Spa- tialvlm: Endowing vision-language models with spatial reasoning capabilities

Reference 18

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raw_fallback, observed 2026-05-11T16:18:16.171379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e92f2b882782534701c1101d86fa7fd0a8d4f3fa6ea65ec6aa66ec15c3d66dfb

Observation aa63da2b-69e8-4167-a700-c95710ca98c6 · outbound

This paper cites Large Video Planner Enables Generalizable Robot Control.

World Action Models are Zero-shot Policies Large Video Planner Enables Generalizable Robot Control

Reference 19

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local_arxiv, observed 2026-05-11T16:18:15.864608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d170d6554ff8449ed96a285aa5e09772b9acfe8605b4453327147f3e468f4725

Observation 4de92dac-1cbc-462c-aa26-73fbc5b8e15e · outbound

This paper cites Action100m: A large-scale video action dataset.

World Action Models are Zero-shot Policies Action100m: A large-scale video action dataset

Reference 20

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arxiv_id, observed 2026-05-11T16:18:15.876829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:079ee0a8375d127c079af74228bfedfb980dc636e06305cff75875a057d00669

Observation 425581bc-987f-4129-8c59-25e01b9f0346 · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

World Action Models are Zero-shot Policies Emerging Properties in Unified Multimodal Pretraining

Reference 21

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local_arxiv, observed 2026-05-11T16:18:15.883800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:b2dfbb7648c4438a1408c5352ecce048ad6d3997d080403c3c279d0bc39bc48c

Observation 35bc8d9c-9b47-40d5-8f62-d05ca74af859 · outbound

This paper cites Learning a thousand tasks in a day.Science Robotics, 10(108):eadv7594.

World Action Models are Zero-shot Policies Learning a thousand tasks in a day.Science Robotics, 10(108):eadv7594

Reference 22

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raw_fallback, observed 2026-05-11T16:18:16.203800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2dd59a9270bd4a44e64c5a43403496f359021e26e722e378dbb3258803112c4c

Observation 415cdc25-37c9-4baa-85be-fdaec00b3489 · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

World Action Models are Zero-shot Policies PaLM-E: An Embodied Multimodal Language Model

Reference 23

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local_arxiv, observed 2026-05-11T16:18:15.891584Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:0332c0d60faf4b0cc855df032aa07a8acd7dbfacbf079b290e9bad7bfc66548c

Observation 8d6b2184-ffd0-4a56-997a-dbcac25d6aa6 · outbound

This paper cites Learning universal policies via text-guided video generation.Advances in neural information processing systems, 36:9156–9172.

World Action Models are Zero-shot Policies Learning universal policies via text-guided video generation.Advances in neural information processing systems, 36:9156–9172

Reference 24

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raw_fallback, observed 2026-05-11T16:18:16.213461Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a382c3fa5d67fc1c5f08c9d62b7d70508801410868037209767baf85365ae30e

Observation fecd573a-da34-4b28-9db4-b992e6258477 · outbound

This paper cites Tenenbaum, Leslie Pack Kaelbling, Andy Zeng, and Jonathan Tompson.

World Action Models are Zero-shot Policies Tenenbaum, Leslie Pack Kaelbling, Andy Zeng, and Jonathan Tompson

Reference 25

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raw_fallback, observed 2026-05-11T16:18:16.218976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:16053ee4b923c9bbaa335df6cb9364bfbe437d22ea20b0cfd388711428a522ef

Observation 98db2c35-15e6-426a-a819-4708353555f6 · outbound

This paper cites a photo of{name}weather.

World Action Models are Zero-shot Policies a photo of{name}weather

Reference 26

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arxiv_id, observed 2026-05-11T16:18:15.899946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:6530a9d267671d09151f5bad1f9da77ff6fdb5d7509b8e4295d063a8b83418cd

Observation cdc1106d-4ea0-46bf-aba6-1af240f0e368 · outbound

This paper cites A taxonomy for evaluating generalist robot policies.

World Action Models are Zero-shot Policies A taxonomy for evaluating generalist robot policies

Reference 27

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arxiv_id, observed 2026-05-11T16:18:15.914276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:917526817f76f8ce0aca9241d860d26803f468740259275b64f1aeb91a9078c6

Observation 7fcb2080-e596-4527-b256-dea7d962cfb3 · outbound

This paper cites Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing.

World Action Models are Zero-shot Policies Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing

Reference 28

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arxiv_id, observed 2026-05-11T16:18:15.925581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9b8eb8db48c0c75757443ac25693e8bb95d6e8fb6966aa34e339e0d2dd6599d7

Observation 7f459823-fe2a-454f-bc70-cd077d5fa396 · outbound

This paper cites Gemini Robotics: Bringing AI into the Physical World.

World Action Models are Zero-shot Policies Gemini Robotics: Bringing AI into the Physical World

Reference 29

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local_arxiv, observed 2026-05-11T16:18:15.936566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:70883bcce088377a55f66e477d90a10fa9b4f9c60c621832721fcb92d5100dd2

Observation 3fefe932-a0cc-4757-9aec-5ce92cd2a385 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

World Action Models are Zero-shot Policies Ego4d: Around the world in 3,000 hours of egocentric video

Reference 30

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raw_fallback, observed 2026-05-11T16:18:16.249957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:745572a4ac195fd97e0489aebb4dc87388513f5aa1b0d6f26aad6a39c0531fcc

Observation 81644b77-cc23-4ed2-9588-1721a26a9994 · outbound

This paper cites Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments.

World Action Models are Zero-shot Policies Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments

Reference 31

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metadata mismatch
arxiv_id, observed 2026-05-11T16:18:15.947032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a4f4ff227a0362f973b582c6070db76d7166793c603312e4fd9e79fafca55338

Observation e5aa6242-856b-44c6-b30c-ce421bb38fe3 · outbound

This paper cites Dream to Control: Learning Behaviors by Latent Imagination.

World Action Models are Zero-shot Policies Dream to Control: Learning Behaviors by Latent Imagination

Reference 32

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arxiv_id, observed 2026-05-12T01:16:36.618198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:900c52ee42a29ae9837be5b83f79253dac9cd4e50465ae31c0736898dd10eace

Observation aa326dcd-11f3-4e01-86db-0dd77fc6c670 · outbound

This paper cites Mastering Atari with Discrete World Models.

World Action Models are Zero-shot Policies Mastering Atari with Discrete World Models

Reference 33

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arxiv_id, observed 2026-05-15T01:27:32.049853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e819ec223276c3bf9dc4425c181da2aad4b3ea59a88f1538692409b3d18252d1

Observation 573b2cf1-e215-41a8-bef2-26d4fca432b2 · outbound

This paper cites Mastering Diverse Domains through World Models.

World Action Models are Zero-shot Policies Mastering Diverse Domains through World Models

Reference 34

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local_arxiv, observed 2026-05-11T16:18:15.987104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:55bb71c81a414d1cc85432d1e4e6bf60ec58edf5759275b5430cd3ecc091c9b4

Observation 6dc12f24-65cb-4774-a07b-32ca3176c9f3 · outbound

This paper cites Training Agents Inside of Scalable World Models.

World Action Models are Zero-shot Policies Training Agents Inside of Scalable World Models

Reference 35

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arxiv_id, observed 2026-05-15T02:05:52.707385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e0051c04ce44977f217f58d3583cd0982acfeec8b7c21e2d3684dad4cf15d8f4

Observation 68daacd7-e512-4008-b979-7bef07fbacf6 · outbound

This paper cites Classifier-Free Diffusion Guidance.

World Action Models are Zero-shot Policies Classifier-Free Diffusion Guidance

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:16.006398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9fd7dc44cfa5d4ee156afef949d56186a62c5a4615afe81e4c949171026440fd

Observation ae7d31e1-5124-4686-8953-033599f23b64 · outbound

This paper cites EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video.

World Action Models are Zero-shot Policies EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T15:40:29.471447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9d6c0a33d5823f5fb491baa3c148d1d2cff37a34a7aabbc4d67e5d0627251846

Observation 90112d06-0228-4e59-b12e-287c2be4e454 · outbound

This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1(2):3.

World Action Models are Zero-shot Policies Lora: Low-rank adaptation of large language models.ICLR, 1(2):3

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.094890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:40a1378811a7023e3d870bad7ae23c26bcad4ebd795c3903bb7bac2d00870fd9

Observation fa8514a4-109d-43e1-833f-00d8d18aba95 · outbound

This paper cites Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations.

World Action Models are Zero-shot Policies Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-12T18:38:11.644840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:bfc7a33ed43e5115016d1c0809a2dd0e59ab8c874d1f93414d6ad6ce36d50fcf

Observation 7286c958-9f61-4164-8be7-d7358fdca32f · outbound

This paper cites Inner monologue: Embodied reasoning through planning with language models.

World Action Models are Zero-shot Policies Inner monologue: Embodied reasoning through planning with language models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.119458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:c4e42a930b1b059a2d38efeda054a3830e074f6deb330cdc74b79a84cd3b154b

Observation 24604418-b310-4ca4-8090-4d92d5cbdead · outbound

This paper cites VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models.

World Action Models are Zero-shot Policies VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-13T08:57:22.696664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:7792aec251d11f278a56c92fa9e0bade55763269f52a210c964e640d21220d74

Observation 07b26bbc-216d-451e-a32c-5ed617159c3d · outbound

This paper cites arXiv preprint arXiv:2601.03782 (2026).

World Action Models are Zero-shot Policies arXiv preprint arXiv:2601.03782 (2026)

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.279253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:98e2ccc7538816db965a1588cc182888e975f8501a5f4292b577314be76aa610

Observation a11e67e2-907b-4cdf-893e-6c169d6b9f97 · outbound

This paper cites Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion.

World Action Models are Zero-shot Policies Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.290841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2c0fa89403ccf349663eab406b473322b913a6a1ff39b8f89dec56b01e98c6ef

Observation a01cd877-9c20-40c3-b6da-9f472735df92 · outbound

This paper cites Hy-world 1.5: A systematic framework for interactive world modeling with real-time latency and geometric consistency.

World Action Models are Zero-shot Policies Hy-world 1.5: A systematic framework for interactive world modeling with real-time latency and geometric consistency

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.157852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d1f887d137780a49f013fba0d53beb3b261f79c34183f527131dfd874a9d7f0b

Observation 3ad96b70-f6b4-4e48-b391-3a22ff6280a6 · outbound

This paper cites Po- laRiS: Scalable real-to-sim evaluations for generalist robot policies.

World Action Models are Zero-shot Policies Po- laRiS: Scalable real-to-sim evaluations for generalist robot policies

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.307348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:30806a314bdea9014e1ef17c0399ebb6e07185c0ffe0a5cd9544494a6e883660

Observation 00fb1674-be07-4a48-b1ff-016b2e085fb0 · outbound

This paper cites Dreamgen: Unlocking generalization in robot learning through video world models.

World Action Models are Zero-shot Policies Dreamgen: Unlocking generalization in robot learning through video world models

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.179453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:c3ec94a8ea7d53527dde49fd41e0c4c43ba3cf7172e7f48db63014155ebbff3b

Observation 3d7019b3-5fa6-49cb-85a0-a7444b4df38b · outbound

This paper cites an unresolved cited work.

World Action Models are Zero-shot Policies Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-11T16:18:16.186806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:f72ae9d8cda6980b028b0d45c4938f5d5d34aebdcb4b7f6f9f0c033a19d51a42

Observation 5d3edfda-2550-4ec7-8132-bf823ffbd98d · outbound

This paper cites Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954.

World Action Models are Zero-shot Policies Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.326867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d369e5d89a5693f6f9d5cb2cd177d26ac98fa41936d6c13fe3cbb982e5bf67d0

Observation c85426fc-0dfb-4116-a6ae-4f7037085982 · outbound

This paper cites 1 rationally engineering rational robots.

World Action Models are Zero-shot Policies 1 rationally engineering rational robots

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.208269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2ad68e8186cb58d0c58c7ffa5f77f8043b851dd271d14497551bdeb2634facf9

Observation 4c2253dd-670d-4127-8a5a-f1472e1e156e · outbound

This paper cites Scaling Laws for Neural Language Models.

World Action Models are Zero-shot Policies Scaling Laws for Neural Language Models

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.341367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:c6c6ed905419c7cd5225c1724b99210b2c72876468af278b03b6c7816890d38c

Observation e1530d3e-d6b8-4c2f-99e1-d6df0288bebc · outbound

This paper cites Emergence of human to robot transfer in vision-language-action models.arXiv preprint arXiv:2512.22414.

World Action Models are Zero-shot Policies Emergence of human to robot transfer in vision-language-action models.arXiv preprint arXiv:2512.22414

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.354509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9e641cbf3b56b37d4279a52da7a61ba361ccc592f689982a273357d1d7d725dd

Observation f4ff556f-dd9b-42a1-bc11-727bd726e29c · outbound

This paper cites DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset.

World Action Models are Zero-shot Policies DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.370700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:b4dc338b5ffc0c0f6974b9b1d97a79c656b690c94ed94db8a39bb6ee51670c45

Observation 1ce6b292-a84d-4379-a3b8-6eb71fa93db0 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

World Action Models are Zero-shot Policies OpenVLA: An Open-Source Vision-Language-Action Model

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.380575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2b0c590dee50e6178903daf98ce804d6a2e8f80b4ed529ff0704ddff59a2680a

Observation d3cfe9b0-22bc-4791-b199-c5fe889f0938 · outbound

This paper cites Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning.

World Action Models are Zero-shot Policies Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-12T14:50:13.054714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a554587327af3a11c58d05b4b2788fc41b2eebadf9e164a041d6ae452f065e7c

Observation 10dcf62a-fbd6-4218-95a1-42e07734c60b · outbound

This paper cites Tenenbaum.

World Action Models are Zero-shot Policies Tenenbaum

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.261182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:52bb8ba59a22d506cc70b246fdc70a4c2424f130b23c301318d41142b03572bb

Observation 7b540cbd-68ce-4c0f-84f9-c880fe46d3e9 · outbound

This paper cites Open-world task and motion planning via vision-language model generated constraints.IEEE Robotics and Automation Letters, pages 1–8.

World Action Models are Zero-shot Policies Open-world task and motion planning via vision-language model generated constraints.IEEE Robotics and Automation Letters, pages 1–8

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.211256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:ba15e007ae7cdedfebe4b0335e1b5323218aa7b2153346be69239cbbcc7765f9

Observation bc65e7b2-4a1a-4500-b3f5-00fb3a7f962d · outbound

This paper cites A path towards autonomous machine intelligence.Open Review.

World Action Models are Zero-shot Policies A path towards autonomous machine intelligence.Open Review

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.276380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:348475a704af1a6a8d929e72e4aaf05853b9bd76e613749aaf300cca849881e5

Observation f9af6f1e-f4e9-493d-9f18-8ae04a9b26b4 · outbound

This paper cites MolmoAct: Action Reasoning Models that can Reason in Space.

World Action Models are Zero-shot Policies MolmoAct: Action Reasoning Models that can Reason in Space

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-14T23:35:23.409560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e365dcd831f08ded01b92aa475d5024852034a88b6abf4c72200d317d9cd10b6

Observation 2852c5b5-c6c5-4031-9b8f-ce1811f48afe · outbound

This paper cites Causal World Modeling for Robot Control.

World Action Models are Zero-shot Policies Causal World Modeling for Robot Control

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-12T13:53:52.791726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9995de2bdf4bd508a86e9d16b28065f921f58036c7f46d479d39334c3476d1e4

Observation b8173b28-4569-4cad-bc53-6169d7364d6b · outbound

This paper cites Unified Video Action Model.

World Action Models are Zero-shot Policies Unified Video Action Model

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-13T17:50:29.857677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1e52795604e1dd25fd391a9fecab3d457f026347dad4b1b09b71e8ed90a4d945

Observation 92b44b38-2708-48b3-acb1-e7d019001ff8 · outbound

This paper cites HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation.

World Action Models are Zero-shot Policies HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.431778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3fe05a284a1dd73050be1c191f309641e721813ee966a215e07fd207a808712f

Observation 01d386f6-38d9-423e-bd92-cf369673ecfa · outbound

This paper cites Dreamitate: Real-world visuomotor policy learning via video generation.

World Action Models are Zero-shot Policies Dreamitate: Real-world visuomotor policy learning via video generation

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.129590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:bfc08c642b9d5720825cafef35445aa432d565460d899beeebce366a32a082ef

Observation 04cd6cb9-3fcc-4308-8a38-6626054d792d · outbound

This paper cites Video Generators are Robot Policies.

World Action Models are Zero-shot Policies Video Generators are Robot Policies

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:43:37.585075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3e14a90bfedbac99c355c54c4a496c98bf914075d7b22b49fbc6fc234eafe3af

Observation 9672b6e7-f639-4474-81d9-69107027cb81 · outbound

This paper cites Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation.

World Action Models are Zero-shot Policies Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:28:42.077022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:843167763297e79eb8b9f6c11d5d7bfd7eaac2d2427444639ab153c45c44382d

Observation 9f6dbf79-4c32-4f2d-9a7d-da4c507e4164 · outbound

This paper cites Flow Matching for Generative Modeling.

World Action Models are Zero-shot Policies Flow Matching for Generative Modeling

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.462403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:dfa4028affb0fc28a198a87859973ad4ec033e6ac7a2668f18421eff0e7e6f76

Observation 0b272dd6-30e5-4b0e-bc5d-a57b64d2d314 · outbound

This paper cites Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model.

World Action Models are Zero-shot Policies Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.469639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:b079c67ed7911f48ddc6d47184253c40a52776ec5c4e4a0a7c3839f14a29aa84

Observation 78db7401-7835-48d4-a34e-a0951a1f9590 · outbound

This paper cites From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers.

World Action Models are Zero-shot Policies From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.481810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:0523c61c7711ed55be7764b23bf9ef4daea7d4bc9d0448acd7fa9e6038d4b457

Observation a3f7c006-e353-49c2-824e-f2b92a0f0d45 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

World Action Models are Zero-shot Policies Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.488350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:75676d90cb435c05b40e03088f586963d8a06ccf72fb9b337a83f6b9f4f85659

Observation e77f959e-8f76-48ea-986a-3fd077f8707e · outbound

This paper cites Solving new tasks by adapting internet video knowledge.

World Action Models are Zero-shot Policies Solving new tasks by adapting internet video knowledge

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.237979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9cf6ba6ddfbca70c8248c0a4be81bc0dd059636b06eb9f476c2eef24ee5a9b1c

Observation 34b5ba53-fba9-422d-940b-e5e170c3e825 · outbound

This paper cites Nvidia model-optimizer.

World Action Models are Zero-shot Policies Nvidia model-optimizer

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.244665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:08b157c530c4d7aa291f10b2fd55c84e0fe1bd3f9c6eddfe5db116c0b6b02cde

Observation a2205ef7-9dc3-462a-a77e-39dfcc025a5c · outbound

This paper cites mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs.

World Action Models are Zero-shot Policies mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:41:00.438292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d5b84ca31079cb4c89f849970f542938f334b2f047716309616d78dca45dcd58

Observation f3859444-12dd-4cc5-8c70-f4e5eab3d792 · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

World Action Models are Zero-shot Policies $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.507578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:8a64931d963938348cb58a01119551d6ebbd6a876b92f8a6aa237ee0ed66f927

Observation df08cd3d-ce2b-4ff2-87f9-8429a1be6fdd · outbound

This paper cites Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models.

World Action Models are Zero-shot Policies Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models

Reference 74

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arxiv_id, observed 2026-05-15T22:53:37.470313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:825807551162c050abfcac99fb868bc3634d32e7d2a5a59b2203287eead94198

Observation 9a24e2d8-c6f9-4063-a470-e468d60b6968 · outbound

This paper cites Progprompt: Generating situated robot task plans using large language models.

World Action Models are Zero-shot Policies Progprompt: Generating situated robot task plans using large language models

Reference 75

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verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.081483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:eca1a9fe52ef3f064e5de79c6797ce7a0ac50c235e9515a4ee9c22870704b5c8

Observation ad63b0ea-be21-497d-8ebf-840b04fd301b · outbound

This paper cites Gen-0: Embodied foundation models that scale with physical interaction.Generalist AI Blog.

World Action Models are Zero-shot Policies Gen-0: Embodied foundation models that scale with physical interaction.Generalist AI Blog

Reference 76

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verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.104358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a5c038341379d13bf0442485dd79bf88f28b53e0543ecd239830274a83813b35

Observation 76d9a27f-cb92-4adc-9099-9000db6364b4 · outbound

This paper cites Wan: Open and advanced large-scale video generative models.

World Action Models are Zero-shot Policies Wan: Open and advanced large-scale video generative models

Reference 77

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verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.134576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:8095c9d613dfd11f5c6f8aebea6284b2eb1a976902e4b7a2b460ed4767b1b029

Observation ddb4dd0d-a749-4054-99f4-e1448607f985 · outbound

This paper cites MAGI-1: Autoregressive Video Generation at Scale.

World Action Models are Zero-shot Policies MAGI-1: Autoregressive Video Generation at Scale

Reference 78

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verified exact
arxiv_id, observed 2026-05-13T20:31:15.871842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:fe50a46ea8f0eaee6d46072927a2727b9737cb899e8dc0ec874177ebfc82cf4f

Observation 988df8f9-9bca-4d5f-b974-f649597393cc · outbound

This paper cites Bridgedata v2: A dataset for robot learning at scale.

World Action Models are Zero-shot Policies Bridgedata v2: A dataset for robot learning at scale

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.164579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d2d1a51d8597fd09ed1e4246b4420cba2adcd18f691b895e014d1038c24b742b

Observation b5c46c76-bf57-419e-a747-94e7625a8a7f · outbound

This paper cites Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model.

World Action Models are Zero-shot Policies Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model

Reference 80

Resolution
verified exact
arxiv_id, observed 2026-05-29T02:04:58.522203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2bd3cbaf501d2ec4856b1a1f6cc1c3b5dd1793782d9197ff39c4b6b38a55a014

Observation b00a2e4b-844e-48b1-90a3-590e9f507432 · outbound

This paper cites Unleashing large-scale video generative pre-training for visual robot manipulation.

World Action Models are Zero-shot Policies Unleashing large-scale video generative pre-training for visual robot manipulation

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.224521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:110fa4171844afb629b0012efd152334a721817384735646d76f881caa85ac29

Observation efcd437d-7bc8-4df2-a77e-600bb9aa3f95 · outbound

This paper cites Qwen3 Technical Report.

World Action Models are Zero-shot Policies Qwen3 Technical Report

Reference 82

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.571720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d64629dd5c9b5fcbaf100fd66f6c4a43f0d63c380af095125e373a65fa761796

Observation ca157c77-c2e6-43b8-8423-2cb9b9cbe195 · outbound

This paper cites Magma: A foundation model for multimodal AI agents.

World Action Models are Zero-shot Policies Magma: A foundation model for multimodal AI agents

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.254247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:23668a80ad95e1e996db81e65b6a04bf379faa8837d1aac42f5f65b3888d5432

Observation 47f4f30a-b61e-478b-8715-caa2854160b6 · outbound

This paper cites Learning interactive real-world simulators.

World Action Models are Zero-shot Policies Learning interactive real-world simulators

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.280801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1841b7199928c1a46e8226662464edc36d8b8334d8903162472478c9ac6f8b4f

Observation 2201c726-f36b-4618-a5ed-3cbf503fe0da · outbound

This paper cites Latent action pretraining from videos.

World Action Models are Zero-shot Policies Latent action pretraining from videos

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.076764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e4a33030089c254d76e82ee3ce8c297fbea2672e4ac7b5c1fdea58bff96bc5c7

Observation 8f8689b8-2fef-4fdf-a9de-f5a594522352 · outbound

This paper cites From slow bidirectional to fast autoregressive video diffusion models.

World Action Models are Zero-shot Policies From slow bidirectional to fast autoregressive video diffusion models

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.141569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3dc940573e42d8dd39646c6203d7ab4c596efb9d38f6d3c084624848a1134cd3

Observation 74e74c3a-6f62-4035-9d77-b47da052f025 · outbound

This paper cites CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models.

World Action Models are Zero-shot Policies CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-05-16T05:21:45.399848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:26d34e7213d5aae3a07785fe1ecf18f12d002c82c9cb909d043c185a16d31c65

Observation 1f4805da-db6d-4e44-a7b6-eb9821ebee1e · outbound

This paper cites UniPC: A unified predictor-corrector framework for fast sampling of diffusion models.

World Action Models are Zero-shot Policies UniPC: A unified predictor-corrector framework for fast sampling of diffusion models

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.233485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:104dae4188ad16f467b573b7b4475aa0d131faf27ebf032e10661ceab016a92d

Observation 30597d26-5111-4d8f-99f1-482cffabb722 · outbound

This paper cites TraceVLA: Visual trace prompting enhances spatial-temporal awareness for generalist robotic policies.

World Action Models are Zero-shot Policies TraceVLA: Visual trace prompting enhances spatial-temporal awareness for generalist robotic policies

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.193363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:7983fb51213a55e530e0e81f598f9702735c42653f97180ee3cc589454c649ad

Observation e8843bd3-7769-46c0-aab1-641306387569 · outbound

This paper cites FLARE: Robot Learning with Implicit World Modeling.

World Action Models are Zero-shot Policies FLARE: Robot Learning with Implicit World Modeling

Reference 90

Resolution
verified exact
arxiv_id, observed 2026-05-17T15:59:09.111136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:240ff8f540dca97df7aa6cc6998e9ee08c9c9e8f8ddebfa5d5bddce8ee641b9e

Observation 5118396b-244e-4d74-8f30-e2ee0087a83c · outbound

This paper cites Exploring the limits of vision-language-action manipulations in cross-task generalization.

World Action Models are Zero-shot Policies Exploring the limits of vision-language-action manipulations in cross-task generalization

Reference 91

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.644046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:119ddb1270d063ea385845b8742af6cff654edd39585ced75b9336a3e841f461

Observation 6225dd19-422a-4e0d-9e3f-64fea206b751 · outbound

This paper cites RoboDreamer: Learning Compositional World Models for Robot Imagination.

World Action Models are Zero-shot Policies RoboDreamer: Learning Compositional World Models for Robot Imagination

Reference 92

Resolution
verified exact
arxiv_id, observed 2026-05-15T20:47:30.400020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:0e440651adf958b12c100ac156949a78796956d7da06fe259bdf51c7be3b6d76

Observation ecea5908-c200-4a99-b966-1c8e87472583 · outbound

This paper cites Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets.

World Action Models are Zero-shot Policies Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets

Reference 93

Resolution
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arxiv_id, observed 2026-05-13T16:25:00.606134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d6105a78e3cd12423a0d0c02d825e2b4a2dfce674c73e6affd08df2d68e55d61

Pith citing papers

Observation de469b2d-6c53-4bb5-a5c4-a826af57a3d7 · inbound

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation cites this paper.

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation World Action Models are Zero-shot Policies

Reference 131

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verified exact
local_arxiv, observed 2026-05-16T15:08:02.061883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T15:05:21.907878Z digest=sha256:19acf0a1b10c011eef522187aedea3b50fa1c3b011127ae76f4efc8f04e1eb91

Observation 01e07147-c4d2-427b-818b-ea58c6b1abca · inbound

Robometer: Scaling General-Purpose Robotic Reward Models via Trajectory Comparisons cites this paper.

Robometer: Scaling General-Purpose Robotic Reward Models via Trajectory Comparisons World Action Models are Zero-shot Policies

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-05-15T18:00:12.683477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T17:59:52.365630Z digest=sha256:621fda90a7aa715e3f385239177abcee45449358941f1ba665af4ac845c39198

Observation ade2ccc9-72c9-4867-8d39-a29f175c9d67 · inbound

ICLR: In-Context Imitation Learning with Visual Reasoning cites this paper.

ICLR: In-Context Imitation Learning with Visual Reasoning World Action Models are Zero-shot Policies

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T18:38:28.003247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:38:28.003247Z digest=sha256:df188eaeaa3be4f954c9450d8e5fd4b75ab93be953b10004306426f0280439d9

Observation 26f027ec-9d57-4819-a7b3-fc1fbdb273dd · inbound

Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP cites this paper.

Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP World Action Models are Zero-shot Policies

Reference 67

Resolution
unresolved
no resolver link, observed 2026-07-13T23:59:10.664837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:59:10.664837Z digest=sha256:83458f79a5f1ca000ed9bb6c14d6662543e0ae37806a90d0d89f1e6be6809291

Observation 1352869f-ec94-4999-9a4f-b8d60bcb5335 · inbound

Fast-WAM: Do World Action Models Need Test-time Future Imagination? cites this paper.

Fast-WAM: Do World Action Models Need Test-time Future Imagination? World Action Models are Zero-shot Policies

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-14T01:57:29.818653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T01:57:29.753735Z digest=sha256:d038ea0f98138e0215d2a4ddc187b8a0be7df3dea196d8129e6e332a5350a3e3

Observation 34f6c70e-c065-434a-bf56-07b60a5e0ab3 · inbound

Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms cites this paper.

Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms World Action Models are Zero-shot Policies

Reference 225

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verified exact
local_arxiv, observed 2026-05-14T01:38:35.980339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T01:35:14.878069Z digest=sha256:7bb5d84b9167677d340040b0805fbe7aa5080b5447351dcd329c23ab15ae3b7d

Observation 7babf827-bf61-4f28-b105-7e20b3107433 · inbound

ManipArena: Comprehensive Real-world Evaluation of Reasoning-Oriented Generalist Robot Manipulation cites this paper.

ManipArena: Comprehensive Real-world Evaluation of Reasoning-Oriented Generalist Robot Manipulation World Action Models are Zero-shot Policies

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-13T16:16:31.380667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T16:16:31.380667Z digest=sha256:cc20c9aa161166eb6d3870d920f9725b9b1a2f80995f59deab7415065b0984ee

Observation 0bb9828e-f30e-4b4b-a858-380d7598d530 · inbound

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry cites this paper.

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry World Action Models are Zero-shot Policies

Reference 129

Resolution
unresolved
no resolver link, observed 2026-07-13T14:05:26.303000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:05:26.303000Z digest=sha256:d1ba6c73114e36ccc0edfba28cbed96b5d68a586b4464c6a3458a2d8a1f48fc9

Observation ace4aea2-c0d2-4102-a705-009002ba6162 · inbound

Multi-View Video Diffusion Policy: A 3D Spatio-Temporal-Aware Video Action Model cites this paper.

Multi-View Video Diffusion Policy: A 3D Spatio-Temporal-Aware Video Action Model World Action Models are Zero-shot Policies

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-13T18:58:08.908471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T18:54:07.081457Z digest=sha256:07dd7af2a76ea46737bbbe5704c9d1a3517971d478b51c9807775e3076686587

Observation bb610fa9-32ed-469a-ba7c-f31b52d501cf · inbound

Veo-Act: How Far Can Frontier Video Models Advance Generalizable Robot Manipulation? cites this paper.

Veo-Act: How Far Can Frontier Video Models Advance Generalizable Robot Manipulation? World Action Models are Zero-shot Policies

Reference 43

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T20:10:54.362107Z digest=sha256:f1a47225fa0cf22fb8b18451001d3440367418efd9f3b66a33c950c8cf38ca50

Observation c986064e-40e0-47ef-9853-770e6dfbea5a · inbound

Action Images: End-to-End Policy Learning via Multiview Video Generation cites this paper.

Action Images: End-to-End Policy Learning via Multiview Video Generation World Action Models are Zero-shot Policies

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T18:51:05.206602Z digest=sha256:e8afe8a7b0db7e6fc95bcbef22e9be79b5db4619b547dd8e48185279eb6467a1

Observation 65048f30-6d76-45b0-a686-67d1059f10c6 · inbound

MoRight: Motion Control Done Right cites this paper.

MoRight: Motion Control Done Right World Action Models are Zero-shot Policies

Reference 85

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:38:03.776766Z digest=sha256:efc739e618c8cce10363777024716d105f327e90999a6891aec06767bbafb47b

Observation ff8b8e32-8f81-4d72-a40d-2f8c1543cc9f · inbound

ViVa: A Video-Generative Value Model for Robot Reinforcement Learning cites this paper.

ViVa: A Video-Generative Value Model for Robot Reinforcement Learning World Action Models are Zero-shot Policies

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:12:08.970164Z digest=sha256:89a259a9a4619b1a4eaa9c5b1f9df87dd231ee31d70fcdfde8670e5bb2dcd4fa

Observation 42bdcb8e-9641-4727-9860-d04a6200acbd · inbound

Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence cites this paper.

Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence World Action Models are Zero-shot Policies

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-13T00:03:53.609175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T00:03:53.609175Z digest=sha256:db411ca98bb09e2145434b57fa1a7afeb8877e889f766ae7fa6f863e561598e3

Observation 5c1f867f-6930-4dd2-8a8e-952aea9721c7 · inbound

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds cites this paper.

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T17:13:04.878923Z digest=sha256:2865c2e6c3c98f32c126742da31cc1ba5a23f4439576abf26754a97f74e91635

Observation eb77a341-48b9-4424-9d96-741e706837ed · inbound

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory cites this paper.

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory World Action Models are Zero-shot Policies

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T18:24:14.349469Z digest=sha256:8d8b1be490a4c1532bf39745cbd37ffac38313176118bb47d642fefbac7e0c85

Observation 4f5722d8-c9a9-4be9-9f49-696cb3351d3d · inbound

VAG: Dual-Stream Video-Action Generation for Embodied Data Synthesis cites this paper.

VAG: Dual-Stream Video-Action Generation for Embodied Data Synthesis World Action Models are Zero-shot Policies

Reference 77

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arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:16:31.378588Z digest=sha256:cab1ff49fc29f51070f161c2be0ca360f913551ed2560d86b39cc5b9c4c2b530

Observation 1b5de46c-9af7-4a02-9e07-f19e92e6a7a0 · inbound

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents cites this paper.

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents World Action Models are Zero-shot Policies

Reference 23

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arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:23:37.046640Z digest=sha256:da4d94c1e84c56c2942e73be871fd9e8ba7aec9d3f9aabe26ca47c51337cd358

Observation bfe5c6f3-55d5-4228-94c0-63a0543e5767 · inbound

AIM: Intent-Aware Unified world action Modeling with Spatial Value Maps cites this paper.

AIM: Intent-Aware Unified world action Modeling with Spatial Value Maps World Action Models are Zero-shot Policies

Reference 23

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:33:26.608951Z digest=sha256:09ec84a8f2ca86bd182c5d8becd2bc2e87117b87b9d5fb5ae2af25c16534b83f

Observation 7a79ea08-7911-45e4-9f98-459fb77c4817 · inbound

Robotic Manipulation is Vision-to-Geometry Mapping ($f(v) \rightarrow G$): Vision-Geometry Backbones over Language and Video Models cites this paper.

Robotic Manipulation is Vision-to-Geometry Mapping ($f(v) \rightarrow G$): Vision-Geometry Backbones over Language and Video Models World Action Models are Zero-shot Policies

Reference 71

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:20:47.418874Z digest=sha256:c1220814c30e16f28932d97ab0a65162e855a1af6597e38cb3da4c38d85a8469

Observation 244e56f1-9e01-40a4-aa6c-a48e3458de7b · inbound

Goal2Skill: Long-Horizon Manipulation with Adaptive Planning and Reflection cites this paper.

Goal2Skill: Long-Horizon Manipulation with Adaptive Planning and Reflection World Action Models are Zero-shot Policies

Reference 20

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arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T13:20:46.478358Z digest=sha256:e7c9641c06d822d35844c0754cef94b951635435723b2a8b2be1b41168156815

Observation c6550c27-9ba7-4787-9485-6b222c5a9707 · inbound

World-Value-Action Model: Implicit Planning for Vision-Language-Action Systems cites this paper.

World-Value-Action Model: Implicit Planning for Vision-Language-Action Systems World Action Models are Zero-shot Policies

Reference 30

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arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T11:25:57.218073Z digest=sha256:52c4666237fd120d4ff2cf21a0a62add0fa2ba82579880744870f69bdfdcbd68

Observation e81a3363-8f73-45ed-aacd-177c9aa7aac0 · inbound

${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities cites this paper.

${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities World Action Models are Zero-shot Policies

Reference 26

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T11:42:34.409651Z digest=sha256:f4d26ab9f25cde7107221203cf541d9b9352016fcf41f59a369bab8f391413af

Observation ae564810-1a0a-43d3-9573-640a9af90c8f · inbound

DexWorldModel: Causal Latent World Modeling towards Automated Learning of Embodied Tasks cites this paper.

DexWorldModel: Causal Latent World Modeling towards Automated Learning of Embodied Tasks World Action Models are Zero-shot Policies

Reference 28

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:42:34.639008Z digest=sha256:d151dccc8740453e15536512f142a87bf6b5a12863abc4c8a0c8598baa117cd7

Observation 541c5fd7-fd8f-4009-a0c5-95b1ecbb4610 · inbound

Human Cognition in Machines: A Unified Perspective of World Models cites this paper.

Human Cognition in Machines: A Unified Perspective of World Models World Action Models are Zero-shot Policies

Reference 203

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metadata mismatch
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:cbe6df39d00db2657b5bd2becc6558670df148cc10482a7f0f0b3c6324593e0a

Observation c7c378db-cbb9-470b-a50a-f8512867cd83 · inbound

VLA Foundry: A Unified Framework for Training Vision-Language-Action Models cites this paper.

VLA Foundry: A Unified Framework for Training Vision-Language-Action Models World Action Models are Zero-shot Policies

Reference 73

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arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T02:10:04.003151Z digest=sha256:1f1741a31654fc9c8800466b8641568f48d76d92b51cb865014ff71e6fcb213b

Observation 040f18b7-45b2-4999-b06c-ebb5d9433ed1 · inbound

FASTER: Value-Guided Sampling for Fast RL cites this paper.

FASTER: Value-Guided Sampling for Fast RL World Action Models are Zero-shot Policies

Reference 46

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T02:47:36.475845Z digest=sha256:0f0ef895c5c7128625955bf4e0d64539ce971a5f60d4df211ebfbb03a432568c

Observation 80c3a65b-2533-4995-bc7d-ae0f1eb76361 · inbound

Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics cites this paper.

Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics World Action Models are Zero-shot Policies

Reference 23

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T23:53:09.614994Z digest=sha256:e9823bf6beca167cc57fb5ea354fc1aa59c7352751669e28121a3db6e2585f0b

Observation 6d200607-1405-4cd6-9bc9-5bb3cb1cf1aa · inbound

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation cites this paper.

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 24

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verified exact
local_arxiv, observed 2026-05-11T22:26:11.859165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T02:51:27.662262Z digest=sha256:127071caa9d04efff0aad49f036d243ef0f1b45712a4f20809c24f84c3d71546

Observation dfc9b019-2055-4962-ac8c-5a091d390dc9 · inbound

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation cites this paper.

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 24

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verified exact
local_arxiv, observed 2026-05-22T11:21:29.123507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T11:16:58.104663Z digest=sha256:aabd92eddbd6e099fb9ee1955ba6fb17c0029cfae51ae98a670e9cd6a42376ed

Observation 4241a71b-2d00-4876-8252-6a85f10a4886 · inbound

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising cites this paper.

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising World Action Models are Zero-shot Policies

Reference 9

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verified exact
local_arxiv, observed 2026-05-12T09:31:26.229888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T10:40:04.767657Z digest=sha256:0ac56f22d4349be0205d62fb053a482c631642c0806b7410fc2304e884533bf3

Observation ae8dc784-0234-4384-a6e1-c2f0006e2eff · inbound

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising cites this paper.

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising World Action Models are Zero-shot Policies

Reference 9

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local_arxiv, observed 2026-05-11T22:11:12.174956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T03:20:04.435904Z digest=sha256:3d4a90f8334caf128516df544fc930cfbe06f3622a613533b2b85e8079ad32ed

Observation 42066481-c7ff-4aba-8af0-5eda869d9ae1 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

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local_arxiv, observed 2026-05-12T10:31:30.453192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T05:43:39.460499Z digest=sha256:e220077dfaa1475140ab31e4bcf2a9a8c06850b66eb29e984cb7131ffcc0a96f

Observation 7a23a35e-c1bc-4f74-888a-324a26d36e20 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

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no resolver link, observed 2026-07-14T19:23:12.457777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T19:23:12.457777Z digest=sha256:f07433e3b4d4781589ec76d61ee548dfdbf68a6f506d72e7b8b597260251bd8f

Observation 536e0d6e-3258-48a3-9056-76afb21838d8 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

Resolution
unresolved
no resolver link, observed 2026-07-15T11:21:34.697500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T11:21:34.697500Z digest=sha256:6f2dad52abb8a3c8348732776033dd0c93a5c0243957112ab5be61750ce7223c

Observation 26f15228-b38d-4b82-92ec-6dee201815c1 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

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unresolved
no resolver link, observed 2026-08-02T15:15:14.016078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:15:14.016078Z digest=sha256:ca4cc9bfbcaaf6a5beb6f98d9ae174e54c648dc65dd218573003cb23678782e9

Observation 75baf385-5206-4266-ab69-340ef2fdcbfe · inbound

Being-H0.7: A Latent World-Action Model from Egocentric Videos cites this paper.

Being-H0.7: A Latent World-Action Model from Egocentric Videos World Action Models are Zero-shot Policies

Reference 12

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arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T20:48:01.461993Z digest=sha256:c116a44b0726d28169cc99b7f45db8686e83c4d417d9fe97895b548ded73d1c4

Observation 7a3f8792-a682-46e4-afe0-c4a6055a08cf · inbound

RLDX-1 Technical Report cites this paper.

RLDX-1 Technical Report World Action Models are Zero-shot Policies

Reference 113

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local_arxiv, observed 2026-05-12T10:51:30.701349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T16:06:10.595164Z digest=sha256:6d480a84736e5183bde72ecaae5091ed898a8de735b4b62efd692b05c83754cd

Observation 607b7e50-138c-46a3-a28e-d1866dbd7ef5 · inbound

RLDX-1 Technical Report cites this paper.

RLDX-1 Technical Report World Action Models are Zero-shot Policies

Reference 113

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T19:02:19.756092Z digest=sha256:8b22f6bc41a226dc6f4b8e16f6061a0196cbad96a7779f8818955dd9782c5a38

Observation 0c155ecb-9b72-4be2-b65a-1f8c54baf521 · inbound

EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields cites this paper.

EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields World Action Models are Zero-shot Policies

Reference 28

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local_arxiv, observed 2026-05-11T18:51:06.554806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T13:50:37.638842Z digest=sha256:bd138540e185e7767ea51a7899dbca83056be1e0bc46bd7166434dd3dbfe31a0

Observation fa36dde6-0977-4d5d-8b95-53c1fddef084 · inbound

When to Trust Imagination: Adaptive Action Execution for World Action Models cites this paper.

When to Trust Imagination: Adaptive Action Execution for World Action Models World Action Models are Zero-shot Policies

Reference 29

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verified exact
local_arxiv, observed 2026-05-11T20:21:13.063007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T09:17:18.017938Z digest=sha256:fda1f55a56bb16f8704b3b2f8bfd164bda5b00ffc4a342a9db98e17a2f9afc58

Observation effe3b71-087f-45b7-b50e-e3171eeaac75 · inbound

When to Trust Imagination: Adaptive Action Execution for World Action Models cites this paper.

When to Trust Imagination: Adaptive Action Execution for World Action Models World Action Models are Zero-shot Policies

Reference 30

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local_arxiv, observed 2026-05-12T08:01:31.288276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:22:49.557507Z digest=sha256:fe75999f7b71c1b3af4f2154db01b9f461503a5f918446fb4cc02b877045a1c1

Observation 92ac4846-de72-4f4c-bb2f-f3bf09f30cae · inbound

CKT-WAM: Parameter-Efficient Context Knowledge Transfer Between World Action Models cites this paper.

CKT-WAM: Parameter-Efficient Context Knowledge Transfer Between World Action Models World Action Models are Zero-shot Policies

Reference 17

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metadata mismatch
local_arxiv, observed 2026-05-11T20:26:11.815215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T09:05:51.407552Z digest=sha256:3067cd959370e560f3da929eca68f9eb5c0bc63933379ba397ed9c1580b01add

Observation 9b9c573c-a130-4b67-9a2c-6f231debb873 · inbound

OA-WAM: Object-Addressable World Action Model for Robust Robot Manipulation cites this paper.

OA-WAM: Object-Addressable World Action Model for Robust Robot Manipulation World Action Models are Zero-shot Policies

Reference 89

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local_arxiv, observed 2026-05-11T20:31:08.773089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T08:52:07.545191Z digest=sha256:69d4c8d8ffbc171ddd25d02f9eb67447889b233245a2ec5dcce5f53878875079

Observation 46200a8f-de69-4f1b-a827-e7e16c956d9e · inbound

NoiseGate: Learning Per-Latent Timestep Schedules as Information Gating in World Action Models cites this paper.

NoiseGate: Learning Per-Latent Timestep Schedules as Information Gating in World Action Models World Action Models are Zero-shot Policies

Reference 3

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T02:57:03.927659Z digest=sha256:d4e2fb97619962d88e6cb290d8f9c32d650d113e85d7628df312006837772a9b

Observation ae9d9b6b-3c75-4792-a0dd-56c021eea4ba · inbound

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models cites this paper.

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models World Action Models are Zero-shot Policies

Reference 35

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local_arxiv, observed 2026-05-12T07:31:34.076161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T02:32:24.412202Z digest=sha256:facae2e5d32c651ff3c7c185f0548ea1236b8edb1f8dc3cb043d829a8e820dea

Observation c16f9b69-c80f-4ccb-93e2-bf94324c9cd5 · inbound

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models cites this paper.

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models World Action Models are Zero-shot Policies

Reference 35

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verified exact
local_arxiv, observed 2026-05-20T23:39:13.349271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T23:36:21.849680Z digest=sha256:6dfa58e649ce91389220ddb38e2229b0abca395e1bb20ed9fe6decf8a36cd350

Observation 593fcbb0-9df7-40c3-abc4-7d4b1468af90 · inbound

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models cites this paper.

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models World Action Models are Zero-shot Policies

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-05-12T06:26:26.803338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T04:14:54.885244Z digest=sha256:1d8d8a9a2762ac60b24b70c20893f6173d186d77f323a0ea44595c63c56f0180

Observation 3838e779-7247-468b-8151-0ca8486dcaa8 · inbound

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models cites this paper.

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models World Action Models are Zero-shot Policies

Reference 54

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verified exact
local_arxiv, observed 2026-05-14T21:17:59.463078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T21:14:56.501485Z digest=sha256:25015288ca968feaf8b3b4051dc949f50ed250b24358ee81fc7551241d74c943

Observation ee22cf2a-5afb-4584-bc7d-41d2d47cdc5d · inbound

The DAWN of World-Action Interactive Models cites this paper.

The DAWN of World-Action Interactive Models World Action Models are Zero-shot Policies

Reference 56

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verified exact
local_arxiv, observed 2026-05-13T02:07:07.522066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T02:05:07.140357Z digest=sha256:1167ac5b02f902697074d09b928001d50f4e276ef17811509991ca4e5f02a251

Observation 8b94ec46-c75a-485b-bf40-0f6dd67dd2ee · inbound

Nautilus: From One Prompt to Plug-and-Play Robot Learning cites this paper.

Nautilus: From One Prompt to Plug-and-Play Robot Learning World Action Models are Zero-shot Policies

Reference 64

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verified exact
local_arxiv, observed 2026-05-13T01:07:00.171518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T01:05:44.188530Z digest=sha256:9774cd1e2f581ece4cdea295db49a8196b33822308b3f2ff092bbac8471d0c8a

Observation 773dc9fc-6cd3-40b3-b330-1c83cb33773f · inbound

Nautilus: From One Prompt to Plug-and-Play Robot Learning cites this paper.

Nautilus: From One Prompt to Plug-and-Play Robot Learning World Action Models are Zero-shot Policies

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-02T14:19:53.462018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:19:53.462018Z digest=sha256:d4dafab3e89354c3635ae331119f50db3e3730f18533018ec750551fae0d5e0f

Observation b3a1f224-543e-46e2-9260-47bc0728503b · inbound

World Action Models: The Next Frontier in Embodied AI cites this paper.

World Action Models: The Next Frontier in Embodied AI World Action Models are Zero-shot Policies

Reference 21

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verified exact
local_arxiv, observed 2026-05-13T05:02:17.734254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T05:01:16.802019Z digest=sha256:e8b41ad792458e796023ff276584c0e98e678c91f6296801d1e63e3b9cc455b2

Observation 72362d4e-8dc0-4e16-846d-64f30624ce81 · inbound

From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation cites this paper.

From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation World Action Models are Zero-shot Policies

Reference 52

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T04:57:17.915191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T04:44:03.661688Z digest=sha256:31e74c4b504bb04572b6353c43b48ca4342557146e522545f9277d9ff825fcd5

Observation e420b44e-8b00-4b94-9bb6-e34922955b35 · inbound

Pyramid Forcing: Head-Aware Pyramid KV Cache Policy for High-Quality Long Video Generation cites this paper.

Pyramid Forcing: Head-Aware Pyramid KV Cache Policy for High-Quality Long Video Generation World Action Models are Zero-shot Policies

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-14T19:49:25.529767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T19:49:04.707675Z digest=sha256:e820131019f9f5360f6f57d49cb84dc1a60035224aabb8d785d86cee75d24042

Observation 69b7a4c3-8231-4e75-a3d2-8758ee21d499 · inbound

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data cites this paper.

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data World Action Models are Zero-shot Policies

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-05-14T17:57:33.361116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-14T17:54:50.325820Z digest=sha256:aa104090c0f964959410eb00b7c8c08746f50cbd75588d04d77254f0461ef812

Observation 863b8a7b-6f99-46bb-b628-3be9f3740ae0 · inbound

CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL cites this paper.

CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL World Action Models are Zero-shot Policies

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-05-15T02:43:33.267846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T02:42:08.454469Z digest=sha256:14903dfc6f3a1180af61a015981e6662cc0bc17e4bf554c1bc2eb9275d09834b

Observation 4fb7bccc-4f41-4068-bf0a-acab541bdad4 · inbound

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action cites this paper.

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action World Action Models are Zero-shot Policies

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-15T03:19:44.186895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T03:15:35.678011Z digest=sha256:989b21b7c888e63823642e483de57bc09bf5274a147ec543df6bd15b0607036e

Observation b9041bfa-0377-47a0-aa59-54702cb0bef7 · inbound

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action cites this paper.

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action World Action Models are Zero-shot Policies

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:46:22.369203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T09:45:13.742534Z digest=sha256:fb650e130e0831d6fa3d179558da19afc1b15815516cee479602fc8494349bc4

Observation 2f6c7274-068e-44fc-bfd3-9f37793e8131 · inbound

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer cites this paper.

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer World Action Models are Zero-shot Policies

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-15T14:00:03.401266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T13:56:17.912350Z digest=sha256:74c27328dc1da0650a871fb9a4385548e71c02fe1cd5731b84c9a99a07fd0f25

Observation 046d67e6-5da3-4ae8-a777-13f2203bac5b · inbound

EgoExo-WM: Unlocking Exo Video for Ego World Models cites this paper.

EgoExo-WM: Unlocking Exo Video for Ego World Models World Action Models are Zero-shot Policies

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-05-19T14:32:36.083936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T14:32:27.920029Z digest=sha256:eb24a8ecd6f6aa5bbc0fedc935e8a50787866b89b9b49026e94fb4d18a59f57e

Observation f90b2da8-5507-4242-982c-4b419aca5ee1 · inbound

EgoExo-WM: Unlocking Exo Video for Ego World Models cites this paper.

EgoExo-WM: Unlocking Exo Video for Ego World Models World Action Models are Zero-shot Policies

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-06-30T20:35:03.040025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T20:26:11.104536Z digest=sha256:e4507e0e6c6c539107dd88b5970e76badd78f05d9e0a827e2d406286597aa55a

Observation 3e0bae65-14ea-48d3-b568-ba57db48e350 · inbound

Feedback World Model Enables Precise Guidance of Diffusion Policy cites this paper.

Feedback World Model Enables Precise Guidance of Diffusion Policy World Action Models are Zero-shot Policies

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-20T19:13:40.616324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T19:09:20.097992Z digest=sha256:3429c1869543b0e54eb653438e5d930462ba054ac53a7bee58069cc4fe9fc4ca

Observation 718ab74f-7e76-47b8-8917-15dbd9c0c14e · inbound

UAM: A Dual-Stream Perspective on Forgetting in VLA Training cites this paper.

UAM: A Dual-Stream Perspective on Forgetting in VLA Training World Action Models are Zero-shot Policies

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-05-20T19:28:55.165529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T19:24:57.339949Z digest=sha256:dd31bf30a67e53dc77bfad8d31b9b002d7b5419129915eb3e6fcabe178256cbd

Observation 97bbf8ca-d264-47e2-b898-a4a5dbe85c01 · inbound

WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation cites this paper.

WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation World Action Models are Zero-shot Policies

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-20T17:48:48.636997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T17:47:32.953903Z digest=sha256:0a402eace312482a5f6ae4bd0ca059e0e1ae31e510bf2a7c9d0e774263e896a1

Observation e39d930a-895f-4493-b0e8-6a46a2cb6700 · inbound

How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning cites this paper.

How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning World Action Models are Zero-shot Policies

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-20T15:23:25.237958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T15:18:40.457780Z digest=sha256:99515c29ed4be7bce63bcb94b674f597511b66a1798d2cd9de9f59a81c75c345

Observation 07333b04-c522-466b-9adc-66f641cdc856 · inbound

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform cites this paper.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform World Action Models are Zero-shot Policies

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.691096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:736deb25ca245b0adc44c28ac0586fffdb78642a3882d58851dcb81fbb3a5c69

Observation 24937ebe-2f5f-4fc7-b5b8-7307955d9e68 · inbound

Key-Gram: Extensible World Knowledge for Embodied Manipulation cites this paper.

Key-Gram: Extensible World Knowledge for Embodied Manipulation World Action Models are Zero-shot Policies

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-20T09:13:10.155877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T09:09:20.538333Z digest=sha256:3538a65eb090c8d51f74a68033d4f3569d82e8de260c07bda85c6e4a60d8edae

Observation 029dbabd-7274-4677-9563-6a95f0db90b0 · inbound

World-Ego Modeling for Long-Horizon Evolution in Hybrid Embodied Tasks cites this paper.

World-Ego Modeling for Long-Horizon Evolution in Hybrid Embodied Tasks World Action Models are Zero-shot Policies

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-20T06:38:05.656748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T06:36:47.265734Z digest=sha256:1e6be3a88b026d86b6a98380656c1d6d772e3ad22e634626ab3c399e1575b7e7

Observation 0afe1dda-8dfe-443d-b9e6-12e0e383a311 · inbound

GaussianDream: A Feed-Forward 3D Gaussian World Model for Robotic Manipulation cites this paper.

GaussianDream: A Feed-Forward 3D Gaussian World Model for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T17:54:58.022959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T17:50:06.761797Z digest=sha256:abc855ff459b3d2a7683957c259c556b629a55d0d44f1834a53e7f79f03fcf5c

Observation b637b31e-3bb7-4835-bcd1-bdb91912a570 · inbound

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning cites this paper.

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning World Action Models are Zero-shot Policies

Reference 119

Resolution
verified exact
local_arxiv, observed 2026-05-22T06:34:40.877886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T06:33:36.846345Z digest=sha256:2af1bf05a5caca923714ac25d133bebdf559e28ac78932a9caa7ccabc7c043f5

Observation d98ef86e-8862-40b4-9ba0-b0bef16cb671 · inbound

WorldKV: Efficient World Memory with World Retrieval and Compression cites this paper.

WorldKV: Efficient World Memory with World Retrieval and Compression World Action Models are Zero-shot Policies

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-22T06:21:10.209945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T06:20:18.637998Z digest=sha256:558ed7b0a26207de35dd8874576113025159b98bddd08978f2273dd49785589e

Observation 58a724bf-b30a-46fc-ba88-806a0d4ece19 · inbound

Remember to be Curious: Episodic Context and Persistent Worlds for 3D Exploration cites this paper.

Remember to be Curious: Episodic Context and Persistent Worlds for 3D Exploration World Action Models are Zero-shot Policies

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-22T06:46:10.677054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T06:45:33.135713Z digest=sha256:8957dac8d300b744cb343512f9857fbb2c2c4de51b52332d494f6ada5b68d7be

Observation 66d20131-c790-4168-9aee-12d8a3a798e3 · inbound

Point Tracking Improves World Action Models cites this paper.

Point Tracking Improves World Action Models World Action Models are Zero-shot Policies

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-25T03:56:37.119367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-25T03:51:10.921839Z digest=sha256:568d0558485c0aef6fdc3ab98366d2b0c56895fd77518a90d9f99ba0fe6c5bf5

Observation 188f9230-ede0-4e3f-9fab-f4ce64ea2c06 · inbound

ECHO: Terminal Agents Learn World Models for Free cites this paper.

ECHO: Terminal Agents Learn World Models for Free World Action Models are Zero-shot Policies

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T15:04:46.494499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T14:57:03.095107Z digest=sha256:16fb9f09f1192dd5ef86c210e19d5c8ad3d8bbd1ede196d84513ede2e1efcaae

Observation 3d76a46d-69a3-4ac1-bc05-26a7c559940b · inbound

World Models as Group Actions cites this paper.

World Models as Group Actions World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-06-30T13:24:40.275346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T13:17:42.720825Z digest=sha256:3a9187592f37b2c4a48bd54476d5b46d57099c7ca2185a9479e41c3808e995a5

Observation 681943df-f818-48ca-954d-241cb7176588 · inbound

Turning Video Models into Generalist Robot Policies cites this paper.

Turning Video Models into Generalist Robot Policies World Action Models are Zero-shot Policies

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:43:26.019122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T12:34:55.440907Z digest=sha256:d2d5a84caa8745f0675ddb5cb22f7e1d8fdb33fb29e65abecd610fead7dfbb6b

Observation c7c3b7fb-b617-4bd1-88bc-dd44ceddb199 · inbound

SANTS: A State-Adaptive Scheduler for World Action Models cites this paper.

SANTS: A State-Adaptive Scheduler for World Action Models World Action Models are Zero-shot Policies

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:03:24.129532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T11:57:36.200662Z digest=sha256:653c4dbc31f6f77c903c30d2a2a8d30fb845bc57aac341570206199801507450

Observation fb674363-3d46-486a-8584-6f2199ffc225 · inbound

SANTS: A State-Adaptive Scheduler for World Action Models cites this paper.

SANTS: A State-Adaptive Scheduler for World Action Models World Action Models are Zero-shot Policies

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-15T11:04:29.593725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T11:04:29.593725Z digest=sha256:798f32127ed301a66e8eef07ec85139c65665c98c29c2d48c88bd62166173072

Observation a5e8e631-9762-4317-8a2e-b9703bd811e2 · inbound

DriveWAM: Video Generative Priors Enable Scalable World-Action Modeling for Autonomous Driving cites this paper.

DriveWAM: Video Generative Priors Enable Scalable World-Action Modeling for Autonomous Driving World Action Models are Zero-shot Policies

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-06-29T13:43:28.502339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T13:42:27.136257Z digest=sha256:215fcf2c3891a3b199edb89479cd16838374c81d79e834d60622cd0de89979b1

Observation 805d1b68-6a45-4207-8bfc-666cf78d91c4 · inbound

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players cites this paper.

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players World Action Models are Zero-shot Policies

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-06-29T13:53:29.093362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T13:34:03.020051Z digest=sha256:7cb87117b54725e838408c9377dfa95f3e93ac74a8a851618a76042e74f36483

Observation 583c5fb2-3603-4b3d-a194-8893782329e5 · inbound

Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring cites this paper.

Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring World Action Models are Zero-shot Policies

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-06-28T22:42:46.618117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T22:39:15.211339Z digest=sha256:54e0c229c305445572edb5e890ef5ccc5679352a1ab0275eb2414035240079b2

Observation efee3062-4966-4988-bd9d-82c04929a136 · inbound

Wall-OSS-0.5 Technical Report cites this paper.

Wall-OSS-0.5 Technical Report World Action Models are Zero-shot Policies

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-07-01T19:26:00.525259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T22:35:00.258436Z digest=sha256:7b017b3eed76b5845955070a1ebf7a59db22b1b50da41aa389e8a83f9cd0114a

Observation 28ed29fc-80fc-4b1f-b420-34285882e17b · inbound

World Models for Robotic Manipulation: A Survey cites this paper.

World Models for Robotic Manipulation: A Survey World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:33:25.173790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T12:24:18.025364Z digest=sha256:bf19850082a0aa5b277d2e663b0e55a8663bd973e379c22fd0c147651eb15c33

Observation 46d6227f-9160-4f92-ac81-1a17e37fab2e · inbound

OptiWorld: Optimal Control for Video World Generation under Physical Constraints cites this paper.

OptiWorld: Optimal Control for Video World Generation under Physical Constraints World Action Models are Zero-shot Policies

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-06-28T19:32:35.560115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T19:02:51.848742Z digest=sha256:b92cffd8e93ab54a4db611f0c31a221543cd8248ea26c3ddbb425478f4ef1bed

Observation 69de8650-2de7-45a0-9b4b-ad220b3222ca · inbound

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking cites this paper.

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking World Action Models are Zero-shot Policies

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-06-28T19:02:33.594544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T18:55:23.344228Z digest=sha256:0749d249d72da44849354bf866fa692c964291b78430a1dccd8e340d1535b1d5

Observation 6a24aed4-54fd-46c6-99ca-5f7ad7bfe253 · inbound

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking cites this paper.

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking World Action Models are Zero-shot Policies

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T12:45:04.986679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:45:04.986679Z digest=sha256:36287544311c0e14bc948911958441b5637273ea9a57f574875f2b2220d4c169

Observation 17bf33a1-a011-4d75-bab8-34460fa3dd70 · inbound

$\tau_0$-WM: A Unified Video-Action World Model for Robotic Manipulation cites this paper.

$\tau_0$-WM: A Unified Video-Action World Model for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-06-28T17:22:24.496329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T17:21:06.079898Z digest=sha256:83c18f4e04f1faaea989275413df11fe275233c735252fe9b9ee0525860c6270

Observation 9ce8d1c6-0ba0-4301-a052-d5281ee024cc · inbound

ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning cites this paper.

ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning World Action Models are Zero-shot Policies

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-07-01T21:16:14.924351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T17:13:10.713616Z digest=sha256:f183d36c35a38e13b802dfc82925cdd63a19cdc574a197c8d14eaccae2e8ebe7

Observation 3e9031cb-76d1-4a17-8225-03562fb88f11 · inbound

WALL-WM: Carving World Action Modeling at the Event Joints cites this paper.

WALL-WM: Carving World Action Modeling at the Event Joints World Action Models are Zero-shot Policies

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:36:22.422821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T14:15:14.454649Z digest=sha256:7342e03b21f0db24bf76cdb380beb175c0980afd770e5060478a809197672b43

Observation 0cfc0e64-2446-449b-bf13-50740944680b · inbound

Dexterity-BEV: Aligning 3D World and Actions for Generalizable Robot Policies Learning cites this paper.

Dexterity-BEV: Aligning 3D World and Actions for Generalizable Robot Policies Learning World Action Models are Zero-shot Policies

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:06:20.420963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T14:41:50.084254Z digest=sha256:1c7f22bc21824a12df45cb5d8ce8725ef848e3e9eec1d8d0e6d93ff537d20b2c

Observation ef67987e-5026-47dc-807f-0f102807e249 · inbound

RoboDream: Compositional World Models for Scalable Robot Data Synthesis cites this paper.

RoboDream: Compositional World Models for Scalable Robot Data Synthesis World Action Models are Zero-shot Policies

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:36:23.592764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T14:07:31.809341Z digest=sha256:6c5a5dd09423b22e52c43c8aa1a612b473aeb4b83c1760a65d0af2efc236d715

Observation a991cf88-5fe8-49ab-b94a-c666e1ce5536 · inbound

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions cites this paper.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions World Action Models are Zero-shot Policies

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:26:21.709311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:fd7b449805dcf2681a20f391d558f8b47641154e8a12aab0e12584da4ec8f602

Observation b210e9a5-fc2a-46e8-a33a-59cb8e483e08 · inbound

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation cites this paper.

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation World Action Models are Zero-shot Policies

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-07-02T02:06:27.455643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T11:11:46.428727Z digest=sha256:37ce2dfbd259d0309ec222dcb8023067e97aa4531570bbea681dc39e78ebe563

Observation 2fa3a65d-5546-4000-b61e-52aa5d9cd584 · inbound

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation cites this paper.

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation World Action Models are Zero-shot Policies

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-02T12:34:20.400185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:34:20.400185Z digest=sha256:5c13adb442527b16e885344ee88add0dc75476e44cdacdc4d5d398cf6a137f05

Observation ae0f6064-2991-4404-8d56-44928f332889 · inbound

GeoSem-WAM: Geometry- and Semantic-Aware World Action Models cites this paper.

GeoSem-WAM: Geometry- and Semantic-Aware World Action Models World Action Models are Zero-shot Policies

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:16:34.647503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T10:11:10.246045Z digest=sha256:2cf849821071962feaacb8253314ff9d7443447fe0b7da64100b429876d1ad50

Observation 3677c042-3ce3-4940-a493-341728c9756c · inbound

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence cites this paper.

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence World Action Models are Zero-shot Policies

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T02:56:29.734479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-28T10:25:36.747191Z digest=sha256:9591895fb806c2fb30ded491e40945a629e78cfdea3bfd06b39d1bae6975ac56

Observation 1a05efb9-e43e-46d1-88c7-ebdb3e6d1980 · inbound

Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation cites this paper.

Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:46:33.187246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T09:40:04.685274Z digest=sha256:87b7f1176b041cd1fc3988a986c9e2b3dd405013cbd99fb209dfa5e7621fcc28

Observation 1ab79d71-5b5c-479e-9274-a95eb6d05875 · inbound

PointAction: 3D Points as Universal Action Representations for Robot Control cites this paper.

PointAction: 3D Points as Universal Action Representations for Robot Control World Action Models are Zero-shot Policies

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:16:34.906477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T10:09:48.280446Z digest=sha256:1bd162ba5079e4a35a4f8648ab45f7114d5eddd490bd69cb486eec162642094d

Observation e6ce7c12-2569-4435-a292-498b1b211c7a · inbound

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation cites this paper.

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation World Action Models are Zero-shot Policies

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:06:29.466690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T10:23:43.501656Z digest=sha256:7cc5bb85e7a00b74d30422e904ce51441bcb0ab9c8b9fa641606a351c9cfeb2b