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Paper Citation Record · LEDGER

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications

As of 6 August 2026, this Paper Citation Record lists 100 of 291 outbound references and 1 inbound Pith citation observation for arXiv:2606.00133.

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

pith.paper-citation-record.v1
2606.00133 v1

Coverage vector

measured 100 of 291 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T08:36:23.776293Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T11:07:38.436825Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 291 outbound references displayed

  • verified exact35
  • verified fuzzy0
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf56013f-91c5-44e1-bfdf-95ef51448ab2 · outbound

This paper cites A Comprehensive Survey on World Models for Embodied AI.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications A Comprehensive Survey on World Models for Embodied AI

Reference 1

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local_arxiv, observed 2026-06-29T08:43:15.679741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a3ddc5ea-20ff-4927-8552-e06b9f9c6009 · outbound

This paper cites Harvard University Press, 1983.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Harvard University Press, 1983

Reference 2

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:692658e06e65219ab73342ae595414f717db32d65906da68488511a484554424

Observation ca0d440b-bf8d-4f71-8722-bfadf69843be · outbound

This paper cites A framework for representing knowledge.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications A framework for representing knowledge

Reference 3

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:552bf083f73c9ebb0fcf5901e31fad7af119aa169e715cc3e66be0df1f3da31e

Observation 59f642e7-98af-44bf-8e05-21bd61f2c160 · outbound

This paper cites A path towards autonomous machine intelligence.OpenReview preprint, 2022.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications A path towards autonomous machine intelligence.OpenReview preprint, 2022

Reference 5

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:3ff065c477c71df78c46b0edb61fb4aed1aee6eee77ae8966b5fdfbeaf397064

Observation 34ecd066-ab87-467d-b8f8-ee8d996dafc5 · outbound

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

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Dream to Control: Learning Behaviors by Latent Imagination

Reference 6

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local_arxiv, observed 2026-06-29T08:43:15.663681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:b1b879d357f79b5691a8b8d9c14ae649022036aa97cf20fc8c24595523e455ef

Observation ddd58309-7b08-4193-acbf-112ab235e4e0 · outbound

This paper cites Mastering atari with discrete world models.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mastering atari with discrete world models

Reference 7

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:426077dc680820a5e69397b154e4520aea57197fb94f78fde0f7ce53a1e608cf

Observation c024619e-5ff1-4ede-bc34-d7aa52a19fdd · outbound

This paper cites Mastering diverse domains through world models.Nature, 2025.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mastering diverse domains through world models.Nature, 2025

Reference 8

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:50cb70302d4014252894c090581ca7da87d89ead5eba4ed616fdc57320ea6a22

Observation 4b641792-3387-4c13-85d8-92321d920dcd · outbound

This paper cites Mastering atari, go, chess and shogi by planning with a learned model.Nature, 588(7839):604–609, 2020.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mastering atari, go, chess and shogi by planning with a learned model.Nature, 588(7839):604–609, 2020

Reference 9

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:32a3d477053d2d3c5682f2b68bf1d0fba9fa6412c315eef9f7d0ccefce2e4724

Observation 680ea12f-80ef-4a4f-9430-dc0fb298e01e · outbound

This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Reference 10

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:58caa92adb01420717e06f8a0b414e46d85d420f6d90e33d9dd06aea366aab69

Observation 10459256-c636-41b5-a4d5-61f972760748 · outbound

This paper cites ACM Computing Surveys , volume=.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications ACM Computing Surveys , volume=

Reference 11

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doi, observed 2026-06-29T08:43:14.706917Z

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:bf33ff45fcdc902ca887571bce4695e2521d4c949f58c962d1c1b7931b493c87

Observation d1a9b1f7-5ac3-4589-a84a-75ecf49a721d · outbound

This paper cites V-JEPA 2: Self-supervised video models enable understanding, prediction and planning.arXiv preprint, 2025.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications V-JEPA 2: Self-supervised video models enable understanding, prediction and planning.arXiv preprint, 2025

Reference 12

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:230af47765ca2ae18b0c17fb81b23db1c0684b2ccdcd2d5190dc1acf7097fbf2

Observation a459b56f-0af0-46aa-91e1-db9148a8d188 · outbound

This paper cites Genie: Generative Interactive Environments.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Genie: Generative Interactive Environments

Reference 13

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arxiv_id, observed 2026-06-29T08:43:15.733130Z

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Observation 13755646-fe8f-48f0-86b5-1825f3e1fe7d · outbound

This paper cites Cosmos: World foundation model platform for physical AI.arXiv preprint, 2025.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Cosmos: World foundation model platform for physical AI.arXiv preprint, 2025

Reference 14

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:715bd161d0e422ef95e5d67e5e643fffc1dd4cbffa273ff82f7dd03869e0b4f1

Observation a2a1b779-022e-4c9e-a006-a5cc16cf5f9d · outbound

This paper cites Chi, Quoc V.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Chi, Quoc V

Reference 15

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:ebf81cddf7aa7040c281bee5bbe8b5b4de97910357594aa8ea078727e7d315e5

Observation e1c580a2-d0de-4708-8c54-d36cfe45cf75 · outbound

This paper cites Reasoning beyond language: A comprehensive survey on latent chain-of-thought reasoning.arXiv preprint arXiv:2505.16782, 2025a.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Reasoning beyond language: A comprehensive survey on latent chain-of-thought reasoning.arXiv preprint arXiv:2505.16782, 2025a

Reference 16

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arxiv_id, observed 2026-06-29T08:43:15.662264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:d8e9a82b926b156f8dd557f1b4e9a77fe9f8b4b6ab7551e389351df2c60074e1

Observation 708f58df-a57d-4e8b-be9b-7ac61cbfc535 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Training Large Language Models to Reason in a Continuous Latent Space

Reference 17

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local_arxiv, observed 2026-06-29T08:43:15.741181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:14717981177c57657d68b6cabdec338c146a7e98fb9022ea52adb7177845d5fc

Observation 99e84668-37fe-4d55-8901-c08f7e2003c2 · outbound

This paper cites Latent Chain-of-Thought World Modeling for End-to-End Driving.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Latent Chain-of-Thought World Modeling for End-to-End Driving

Reference 18

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:259fc5a8d40e465c72158acafc1bf3cad830b2430735a1360cbda4d7e0e36c28

Observation b17c8c73-bd16-4908-94a2-2bd44cfc0ead · outbound

This paper cites Futurex: Enhance end-to-end autonomous driving via latent chain-of-thought world model.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Futurex: Enhance end-to-end autonomous driving via latent chain-of-thought world model

Reference 19

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:41a616d84a504da3980386ad23c56bec52dbe6ec593d952b7fb43c1fcd22a774

Observation 0acae742-b63b-47fa-8313-919659fff5a4 · outbound

This paper cites Attention Is All You Need.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Attention Is All You Need

Reference 20

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:df51a0fdb1e9d982e4435e2f96d75f20ada82ad8ef35657fdfd4bf223585fffc

Observation b53f69bd-f047-46c1-be8d-ed5be5bd9555 · outbound

This paper cites A survey of transformers.AI Open, 3:111–132, 2022.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications A survey of transformers.AI Open, 3:111–132, 2022

Reference 21

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:e307cfbf61fd8c141fbf2bb8a23200f1a9f8bfc963f4e521e8171081cf7fda60

Observation b5e603e6-8e6e-43e5-9c3e-6d1c289e4c86 · outbound

This paper cites GPT-4 Technical Report.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications GPT-4 Technical Report

Reference 22

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local_arxiv, observed 2026-06-29T08:43:15.637806Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:ece171e7f9ffae137eeecfbe1ce3ad4a298e1094b7f8d7a868aa67dd55baa038

Observation 32eee95e-a304-42e9-8a40-cb5a2752908d · outbound

This paper cites Evaluation of openai o1: Opportunities and challenges of agi.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Evaluation of openai o1: Opportunities and challenges of agi

Reference 23

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:0470c122d7e9009fe4001f5181c1fc227d650a5be4dda8dfef3cc34199b9cb68

Observation 7a03be07-5347-46f1-bc58-e1c639b57a73 · outbound

This paper cites Harvard University Press, 1988.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Harvard University Press, 1988

Reference 24

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:7cc406967b60bcc53ca3887e2ba8b41c4fb4520ce96369461843ec3f4005fbed

Observation 7a89baee-1042-4beb-9a4d-56f198269d1b · outbound

This paper cites Advanced machine intelligence (AMI): Building AI systems that understand the physical world, 2025.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Advanced machine intelligence (AMI): Building AI systems that understand the physical world, 2025

Reference 25

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:a62ebe12d43aaba2bf3487a12dd1fa41b5e8db99d1f93e52146035cd184799ad

Observation 64556007-e104-4c2d-8f6c-4ffc5a82c200 · outbound

This paper cites Sutton and Andrew G.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Sutton and Andrew G

Reference 26

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:bbaeba2596513e8ecca328e1a238301c798a06a3433a17fe85cc5814e483a5e2

Observation 8aa58e3b-1b92-42ef-9738-db87cc711f92 · outbound

This paper cites World Models for Autonomous Driving: An Initial Survey.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications World Models for Autonomous Driving: An Initial Survey

Reference 27

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arxiv_id, observed 2026-06-29T08:43:15.670915Z

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:e6268310b3c48acb09ee4db21905450ded5c415280528753e2d01101cfcc5bef

Observation f4dd20e9-51ac-400d-9f9c-be0b790418e4 · outbound

This paper cites A step toward world models: A survey on robotic manipulation.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications A step toward world models: A survey on robotic manipulation

Reference 28

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arxiv_id, observed 2026-06-29T08:43:15.699748Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation f1bd4f88-cea9-4bde-b7bd-bcf81d006ad6 · outbound

This paper cites an unresolved cited work.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Unresolved cited work

Reference 29

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:10fede68c0e8f5d6c76d64a864fdcb46a45099afbc01e058a57b849e0995e55e

Observation 07f01f89-fe8e-4215-b3c4-744adcfe221a · outbound

This paper cites Curious model-building control systems.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Curious model-building control systems

Reference 30

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arxiv_id, observed 2026-06-29T08:43:14.702233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:3a6545d10c4d02bc72d42c96bb2e81127a90d48abaabbc0a13759b8baae072c8

Observation e7d33aac-16da-4e2f-9baf-6059a5904f0b · outbound

This paper cites Learning latent dynamics for planning from pixels.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Learning latent dynamics for planning from pixels

Reference 31

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:77c3383f6c61f9a4cdfee2d8ed6d5d063046c6d5ed2ad777c4ed2139e16c8c6b

Observation cf57dc2b-5154-4215-a5ed-35dd5e629979 · outbound

This paper cites Dream to con- trol: Learning behaviors by latent imagination.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Dream to con- trol: Learning behaviors by latent imagination

Reference 32

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:3b2f90b8b9caa2abbc2856d29b2eb0a37cb4b3ac2ee5802f72b57694da261b17

Observation 7d29afc1-111c-4dd5-8d6e-0607caf1f5ed · outbound

This paper cites World Models.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications World Models

Reference 33

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local_arxiv, observed 2026-06-29T08:43:15.692209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:b7d1fc8875f67955d87a8cfea0839e162d443425c6b757fd7b661eadfb1c7dc2

Observation 27b49cfa-b8e4-42fb-b5d1-1b30c2d1f5c3 · outbound

This paper cites Mastering atari with discrete world models.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mastering atari with discrete world models

Reference 34

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:ba41ab5d7e48bdc524cdf6b6a8cfd2578becbac0afe9dc06137b23993b301cde

Observation 8b13db72-a475-44a0-b79a-5f7fc89de3ff · outbound

This paper cites Transformers are sample-efficient world learners.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Transformers are sample-efficient world learners

Reference 35

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:12c4ad1e6de0bf9c7929d0bc4dcdf8cb6534de9396de0164755b25dcffa524b0

Observation 5e90f862-55b3-4345-b297-6dbd40855505 · outbound

This paper cites STORM: Efficient stochastic transformer based world models for rein- forcement learning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications STORM: Efficient stochastic transformer based world models for rein- forcement learning

Reference 36

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:28cab8e2439d3115ccf4521a1d5ffa6b3fb8236ae0bf0910e02476e56bf417d1

Observation 2dccb06f-ef65-4e93-8812-8d3744c226c4 · outbound

This paper cites Diffusion for world modeling: Visual details matter in Atari.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Diffusion for world modeling: Visual details matter in Atari

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Observation 66e17d60-99b9-4122-92cb-119eaa847791 · outbound

This paper cites Mastering Atari, Go, chess and shogi by planning with a learned model.Nature, 588(7839):604–609, 2020.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mastering Atari, Go, chess and shogi by planning with a learned model.Nature, 588(7839):604–609, 2020

Reference 38

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:8c534cb5ad13df83d5b04d517e9d857bb07fcb2224653ebee4f1aa6121245673

Observation 47b000e7-86a8-4ac5-8171-efcf86fdc5e7 · outbound

This paper cites an unresolved cited work.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Unresolved cited work

Reference 39

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:e008056c8b81daeaf3d37fe50abac2f0deeeab5c16e36cdddfbe3fc767073c85

Observation 41e4489f-2905-4861-9da4-eb1b15b2321b · outbound

This paper cites Mastering Diverse Domains through World Models.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mastering Diverse Domains through World Models

Reference 40

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local_arxiv, observed 2026-06-29T08:43:15.619192Z

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:e03f575619febbc073108316652afe261af54cad632515dcceeb4a936e5c0759

Observation 718e7bbe-9dbb-460c-86db-f911aea09dbb · outbound

This paper cites Moerland, Joost Broekens, Aske Plaat, and Catholijn M.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Moerland, Joost Broekens, Aske Plaat, and Catholijn M

Reference 41

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:18c4efb80b69f5fb46081fd9801b1730f51e164a36eeba1dc813603b8ed72934

Observation ead454fd-3b1e-4883-995d-a7cab505cffe · outbound

This paper cites Rusu, Joel Veness, Marc G.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Rusu, Joel Veness, Marc G

Reference 42

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:258fac0c9b7ab7ba646dadd4fc991000b39a1b1ac583b72ddde6230dab17b857

Observation 936e9398-bc66-47d8-b72c-5d6e28d672aa · outbound

This paper cites Proximal Policy Optimization Algorithms.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Proximal Policy Optimization Algorithms

Reference 43

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:7cebdb7f39fc3d589c005f8125b0a87a5d07a8e97b2c8b4afc0d3088ccf55806

Observation 8395d97a-d0e6-4e56-bbd8-2bee6795cd6e · outbound

This paper cites Soft actor-critic: Off- policy maximum entropy deep reinforcement learning with a stochastic actor.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Soft actor-critic: Off- policy maximum entropy deep reinforcement learning with a stochastic actor

Reference 44

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:35b62dbca7b2caee8f29bfc2860f962e1aaa2ad32fb8950da4b676a87b703531

Observation 90322bd6-31ba-417d-ab98-2e12abb0bc26 · outbound

This paper cites Deepreinforcement learning in a handful of trials using probabilistic dynamics models.Advances in Neural Information Processing Systems, 31, 2018.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Deepreinforcement learning in a handful of trials using probabilistic dynamics models.Advances in Neural Information Processing Systems, 31, 2018

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:a96858aecdc841c7a666f823eea5ceba8ac8ecbd6014ce45116f2253cf121467

Observation dcf7f713-e6cb-4460-858c-ee013723540d · outbound

This paper cites Temporal difference learning for model pre- dictive control.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Temporal difference learning for model pre- dictive control

Reference 46

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:f80b935d996d62e7059f4d3b9a03cd5821b7f18eba14d1db064401b4f5110514

Observation ac83d99e-40fe-408d-a773-43920cd836c9 · outbound

This paper cites Pilco: A model-based and data-efficient approach to policy search.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Pilco: A model-based and data-efficient approach to policy search

Reference 47

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:716891521422e329fc7284cbee7bdd212f4a0aa7a2ce5e4f9b012a3707141421

Observation eaf09c75-62de-46da-b5a1-b58f0ed55a7a · outbound

This paper cites When to trust your model: Model-based policy optimization.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications When to trust your model: Model-based policy optimization

Reference 48

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:5b9add059796987f1c8b5ba4cc6782b33b1e06733bd7efd8844b3b66ad77ea3e

Observation b7f0d9ae-c41b-4b1a-ba9c-5b5475c3b880 · outbound

This paper cites Rusu, Loic Matthey, Christopher P.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Rusu, Loic Matthey, Christopher P

Reference 49

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:391d70baf4501efb588088746e90cee886b9e49bd7f4099a3ae9e72a56893db2

Observation 5358683d-a99c-44ff-bf01-e293cc32b002 · outbound

This paper cites Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics

Reference 50

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local_arxiv, observed 2026-06-29T08:43:15.728562Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:3d81e24f121c28351ca6840dac9cea3b3569e6bcfecef8459807edac230110ae

Observation e06f17c1-79a4-42ce-b073-43a406ead70d · outbound

This paper cites Woulda, coulda, shoulda: Counterfactually-guided policy search.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Woulda, coulda, shoulda: Counterfactually-guided policy search

Reference 51

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:80630e43fe94781fd0f2cf92fdc92638d55fb7f64c3ddb1757e3544a83baad41

Observation 4218b270-4369-40a7-967d-bf01d08d4273 · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 52

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:64e8ec1f573e90817740729462082d284a4b449664192123619d70092dd7ed66

Observation 48164f0b-ec42-4cfa-828d-4ece8091d4ff · outbound

This paper cites Deep exploration via bootstrapped dqn.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Deep exploration via bootstrapped dqn

Reference 53

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:84eb840bf888bdf70d22fc36b694645cf14b7f91064335be595bc49c492a62ee

Observation a190c90d-9ef6-4a9e-880e-0e050ac3534a · outbound

This paper cites Bellemare, Will Dabney, and Rémi Munos.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Bellemare, Will Dabney, and Rémi Munos

Reference 54

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:22c58c14515ccb3830519c2c4c3fdad0b3c4f399fb44ffaa0ceb41e2b67e8d59

Observation 2624848b-6f2c-416a-97a2-a151e3d8568f · outbound

This paper cites Devon Hjelm, Aaron Courville, and Philip Bachman.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Devon Hjelm, Aaron Courville, and Philip Bachman

Reference 55

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:3b08323313eddbec781d8462bfd17701761f0eccc16a6b5d6fe49ead7263d741

Observation 7050a0d8-fa88-4357-b474-65d668df7c9a · outbound

This paper cites Kingma and Max Welling.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Kingma and Max Welling

Reference 56

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:70c2f66e207ddd10c6b4c34265d667f3d355de1d605c24424e4173be6ab42d58

Observation 132d363e-2660-417d-b08a-e450dedde2bc · outbound

This paper cites Revisiting Feature Prediction for Learning Visual Representations from Video.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Revisiting Feature Prediction for Learning Visual Representations from Video

Reference 57

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local_arxiv, observed 2026-06-29T08:43:15.758681Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:6c38b66d0d3b3d7174f1953c2c38d776230e5391093ac3499027e26a70e42072

Observation 76e4038d-cb42-4915-87c8-4c43da8fa560 · outbound

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

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 58

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local_arxiv, observed 2026-06-29T08:43:15.743509Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:8f8068b393c4cd3f23f4e02bc54ecb6183440af6177cde1edc4f7595f995aa00

Observation 4ef8e67c-33a4-40ca-ad0f-d74d236849f3 · outbound

This paper cites Campbell, and Sergey Levine.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Campbell, and Sergey Levine

Reference 59

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:2a612182d9bce5ade32988c52adb489d897ece5704da8da79e3ec385d5539383

Observation 7d1ddbe3-8eb5-467a-934c-088be9a6e3fe · outbound

This paper cites Stochastic video generation with a learned prior.International Conference on Machine Learning, pages 1174–1183, 2018.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Stochastic video generation with a learned prior.International Conference on Machine Learning, pages 1174–1183, 2018

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:e00df56e83d6c2ab1ee7f4e4a3cb361a91f8132e6e28296678f4fb693f7230ba

Observation 9cc21973-08f8-4959-af93-298f76c504b3 · outbound

This paper cites Contrastive learning of structured world models.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Contrastive learning of structured world models

Reference 63

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:524a4baec1e8c633ee6314cebe67c3b5f73e48c07e269b2b61c4c066cfc820e8

Observation 9a81301a-95a1-4ac9-b7d3-54a649d290bb · outbound

This paper cites Robo- dreamer: learning compositional world models for robot imagination.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Robo- dreamer: learning compositional world models for robot imagination

Reference 64

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:2538ab1f7fe4e1a47810db05d37e865816a32e03c2bdd855218bf201a99f25e3

Observation 88ee347b-e0c8-452e-be27-61f4fb925cfb · outbound

This paper cites Dream to manipulate: Compositional world models empowering robot imitation learning with imagination.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Dream to manipulate: Compositional world models empowering robot imitation learning with imagination

Reference 65

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:8850b15db0f6a597bd56286fd52e91040e7c1adcbafc05cea44c9f7e82c8daff

Observation 4d8637b1-1c5e-4448-ac9d-ac6ea886aab8 · outbound

This paper cites Copilot4D:Learningunsupervisedworldmodelsforautonomousdriving via discrete diffusion.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Copilot4D:Learningunsupervisedworldmodelsforautonomousdriving via discrete diffusion

Reference 67

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:c5ee01ea043d894bac7390cf9830ddd30139bb7034e595a8dbc2a74153b16b2a

Observation dbe5b0e2-ce87-4947-ae46-bd299b0c0139 · outbound

This paper cites 3D and 4D World Modeling: A Survey.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications 3D and 4D World Modeling: A Survey

Reference 68

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arxiv_id, observed 2026-07-21T03:22:29.733321Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:c29e85501e0d3c2a926cf611aeeb8e6e958e816774b4b7709c84f12969f34b51

Observation c5d93a1a-5a92-4b09-b6f8-d1dccb665d8d · outbound

This paper cites Mri contrast enhancement kinetics world model.arXiv preprint arXiv:2602.19285, 2026.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mri contrast enhancement kinetics world model.arXiv preprint arXiv:2602.19285, 2026

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arxiv_id, observed 2026-06-29T08:43:15.676252Z

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:26abe4c684cf08f5522e3432a46c88122f95555a482a454ca7712b528f08eec0

Observation 88c12ce4-ff2f-4864-a421-3cddac668775 · outbound

This paper cites Leworldmodel: Stable end-to-end joint-embedding predictive architecture from pixels.arXiv preprint, 2024.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Leworldmodel: Stable end-to-end joint-embedding predictive architecture from pixels.arXiv preprint, 2024

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:5ab2ca3565843814fe9569077992aeb76c781528ce4b725612a3e8f60200a50c

Observation 03ce4444-4081-4a15-aa26-acc13270afda · outbound

This paper cites Brain-jepa: Brain dynamics foundation model with gradient positioning and spatiotemporal masking.arXiv preprint, 2024.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Brain-jepa: Brain dynamics foundation model with gradient positioning and spatiotemporal masking.arXiv preprint, 2024

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:0c20dbb4d764eb827c28650bd6189826bc92225ceba9850cdea5ace1dd69db91

Observation c3bb4e2c-1dcd-443b-b835-00ff3f7161c1 · outbound

This paper cites Clarity: Medical world model for guiding treatment decisions by modeling context-aware disease trajectories in latent space.arXiv preprint, 2025.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Clarity: Medical world model for guiding treatment decisions by modeling context-aware disease trajectories in latent space.arXiv preprint, 2025

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:0267e4a3ccbe4b026f4561077566d7fa39eb72b22056592cc30812b652f77279

Observation 1381c9a9-8f03-4343-8d67-128db4f9ef73 · outbound

This paper cites Medical world model.arXiv preprint, 2024.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Medical world model.arXiv preprint, 2024

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:463f811c03e23ab1dfd2036db42bf0f6484f04cca66100db2754b72d22928db7

Observation c89268f7-109d-4cc0-8b6f-041b332f0d92 · outbound

This paper cites Transformers are sample-efficient world models.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Transformers are sample-efficient world models

Reference 74

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:e29aba719cd27f497767487488ef1f122c39cb9649d56de434d69bd4b7725724

Observation 759ef941-f9f2-4e99-81c6-66997b0f5513 · outbound

This paper cites Diffusion for world modeling: Visual details matter in atari.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Diffusion for world modeling: Visual details matter in atari

Reference 75

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:0faa0c5d49c02ae640147e105da2953f5e9b37f197669a8673541092155dc6c8

Observation 2bba88c9-625c-4b15-87c4-2af49f0c316a · outbound

This paper cites Diffusion Models Are Real-Time Game Engines.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Diffusion Models Are Real-Time Game Engines

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local_arxiv, observed 2026-06-29T08:43:15.684803Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:07d93a224a44fcd988f01dd1b489b4edf52738ed9098580856df1af764ed012d

Observation 2769c117-2330-44fd-adab-a1d94db49d39 · outbound

This paper cites Reasoning with language model is planning with world model.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Reasoning with language model is planning with world model

Reference 77

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Observation ba9b7b19-48bc-484c-bf4e-72d5f46d08b0 · outbound

This paper cites Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents

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Observation b816c500-284b-4067-92b3-94cdbae11d9f · outbound

This paper cites Symmetry breaking for local minimizers of a free discontinuity problem.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Symmetry breaking for local minimizers of a free discontinuity problem

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation cb4786ce-5b5c-410b-8d23-bb34b47406ce · outbound

This paper cites Learning to Generate Realistic LiDAR Point Clouds.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Learning to Generate Realistic LiDAR Point Clouds

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Observation f235601f-d9d9-4dfc-bb8b-806c6c36e6b2 · outbound

This paper cites LidarDM: Generative LiDAR simulation in a generated world.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications LidarDM: Generative LiDAR simulation in a generated world

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Observation 326e98f8-3adc-4c44-9a8f-0a6a2fb50e68 · outbound

This paper cites OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving

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Observation 53d2cb47-f5ba-433e-a860-d630de42e8c5 · outbound

This paper cites Day- dreamer: World models for physical robot learning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Day- dreamer: World models for physical robot learning

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Observation 36a370da-8a0a-4eac-ba74-3a3065081fe7 · outbound

This paper cites Mla: A multisen- sory language-action model for multimodal understanding and forecasting in robotic manipulation.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mla: A multisen- sory language-action model for multimodal understanding and forecasting in robotic manipulation

Reference 84

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Observation b4e3e771-5ba2-4aed-a14c-0649f38ba188 · outbound

This paper cites Tactile-VLA: Unlocking vision-language-action model’s physical knowl- edge for tactile generalization.arXiv preprint, 2025.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Tactile-VLA: Unlocking vision-language-action model’s physical knowl- edge for tactile generalization.arXiv preprint, 2025

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Observation 1442b748-648f-4ad0-926b-96ad1e9d0baa · outbound

This paper cites GAIA-1: A Generative World Model for Autonomous Driving.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications GAIA-1: A Generative World Model for Autonomous Driving

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verified exact
local_arxiv, observed 2026-06-29T08:43:15.634853Z

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Observation 26c5b163-3ccb-492d-9b09-50afe9d81398 · outbound

This paper cites Learning interactive real-world simulators.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Learning interactive real-world simulators

Reference 88

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:c33866d362bcd49dc57bae1d81d805240382ff1f7bc9f9ecea2826cd53679adb

Observation d7a8e750-7f30-4141-8519-df0912fa521a · outbound

This paper cites Planning with Reasoning using Vision Language World Model.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Planning with Reasoning using Vision Language World Model

Reference 89

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Observation 85c3da1c-7b25-4e7e-847b-52bc3c480bfd · outbound

This paper cites LiDAR data synthesis with denoising diffusion prob- abilistic models.Proceedings of the IEEE International Conference on Robotics and Automa- tion (ICRA), pages 14724–14731, 2024.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications LiDAR data synthesis with denoising diffusion prob- abilistic models.Proceedings of the IEEE International Conference on Robotics and Automa- tion (ICRA), pages 14724–14731, 2024

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:38fc4ff39d0354cad026b6dcfd95616d20cd346bcba504c9fd1f9f5682cf7261

Observation ba667b13-a11d-4aab-bb7a-564920ce8bd9 · outbound

This paper cites RangeLDM: Fast Realistic LiDAR Point Cloud Generation.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications RangeLDM: Fast Realistic LiDAR Point Cloud Generation

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arxiv_id, observed 2026-06-29T08:43:15.624856Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 46da6699-8ce7-4239-855a-9d1681f112c8 · outbound

This paper cites BiTLA: A bimanual tactile-language-action model for contact-rich robotic manipulation.arXiv preprint, 2025.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications BiTLA: A bimanual tactile-language-action model for contact-rich robotic manipulation.arXiv preprint, 2025

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Observation 44b39750-723c-4509-9b4f-0d5092f2aa37 · outbound

This paper cites From Efficient Multimodal Models to World Models: A Survey.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications From Efficient Multimodal Models to World Models: A Survey

Reference 93

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Observation 7943a67d-8155-4cc6-be72-d19d2789a211 · outbound

This paper cites arXiv preprint arXiv:2502.21142 (2025).

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications arXiv preprint arXiv:2502.21142 (2025)

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Observation 7db6e09e-7c21-4415-a75b-13de0827b16a · outbound

This paper cites Data-efficient reinforcement learning with self-predictive representations.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Data-efficient reinforcement learning with self-predictive representations

Reference 95

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Observation 11b767b8-2643-488f-b644-15431664e546 · outbound

This paper cites Bootstrap your own latent-a new approach to self-supervised learning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Bootstrap your own latent-a new approach to self-supervised learning

Reference 96

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Observation 796935a2-beca-4e8b-8de8-cfdeddca96aa · outbound

This paper cites VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Reference 97

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:a67090a67f734a7a421636a401836290b1fe44dd3788f3e990e49933aa03a43f

Observation 9b5988d2-bc7f-4ce4-9011-954647457ed8 · outbound

This paper cites DINO-WM: World models on pre-trained visual features enable zero-shot planning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications DINO-WM: World models on pre-trained visual features enable zero-shot planning

Reference 98

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Observation 3f06a34c-4812-455d-9731-9806cfa9dd80 · outbound

This paper cites Integrated architectures for learning, planning, and reacting based on approximating dynamic programming.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Integrated architectures for learning, planning, and reacting based on approximating dynamic programming

Reference 99

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:acddb1f5d1df9f532f9879751693f2db631de000b0247b9662768f6cb824cc9d

Observation 7ea79990-4fe1-4e71-9f53-b173fc7c2930 · outbound

This paper cites Sample- efficient reinforcement learning with stochastic ensemble value expansion.Advances in neural information processing systems, 31, 2018.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Sample- efficient reinforcement learning with stochastic ensemble value expansion.Advances in neural information processing systems, 31, 2018

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:d750dcf1bfceaef16fc12bb74451d656354b45283c83cfe0ec786c370e5adbd5

Observation 1e23fa0e-0d5a-4e79-a2a7-a5bbf90ee958 · outbound

This paper cites The value equiva- lence principle for model-based reinforcement learning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications The value equiva- lence principle for model-based reinforcement learning

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:e024957d80f4155d027464b8abc8e361eadb63cc3a3ae9918310722ed1d7122b

Observation 1feaad66-aa4e-40dd-91de-fea6c0413713 · outbound

This paper cites Mastering atari games with limited data.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mastering atari games with limited data

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:6b66dd0a01dc643e6899b844819da4765d15361affa8bcdfdbcb1414552d1bdd

Observation 795e78a4-a0bd-4325-b3e1-5d832052ee79 · outbound

This paper cites Mopo: Model-based offline policy optimization.Advances in neural information processing systems, 33:14129–14142, 2020.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Mopo: Model-based offline policy optimization.Advances in neural information processing systems, 33:14129–14142, 2020

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:deaf4a3e7d4698c5629916be03e3c29523ec80f9112f999fe9ec87fcf89c3bae

Observation 9809099f-9fca-4134-804c-a3023d64a216 · outbound

This paper cites Diffusion World Model: Future Modeling Beyond Step-by-Step Rollout for Offline Reinforcement Learning.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Diffusion World Model: Future Modeling Beyond Step-by-Step Rollout for Offline Reinforcement Learning

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:222e9814ddade612e15e8ce5a968e0f92440f29c8a0a66ea9b7e8f84511889b6

Observation 5eb07265-52a6-4d47-ac20-ada34e4ed023 · outbound

This paper cites Rlvr-world: Training world models with reinforcement learning.arXiv preprint arXiv:2505.13934.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Rlvr-world: Training world models with reinforcement learning.arXiv preprint arXiv:2505.13934

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source=pdf_text observed=2026-06-29T08:36:23.776293Z digest=sha256:3f0e9985d33f9251af5caf1bc201e8290a5bb0860749441bcb26598227f86d17

Pith citing papers

Observation bd20d2d4-99cb-44f0-9d76-8c2a8220b756 · inbound

Mental World Modeling cites this paper.

Mental World Modeling World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications

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