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Paper Citation Record · LEDGER

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation

As of 14 August 2026, this Paper Citation Record lists 100 of 173 outbound references and 0 inbound Pith citation observations for arXiv:2607.27967.

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

pith.paper-citation-record.v1
2607.27967 v1

Coverage vector

measured 100 of 173 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T21:55:17.471740Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 173 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b7415c36-6fbc-4bb9-90e2-750ddc78d2fa · outbound

This paper cites Aho and Jeffrey D.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Aho and Jeffrey D

Reference 1

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:15.797029Z digest=sha256:603d79eb46f9aa5ebb12c36daa8fb7b00e180bcd9948568a3c636301e5f6be35

Observation 758e9231-cf45-46cb-9533-1833dc11a9a1 · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-07-31T21:55:15.800068Z digest=sha256:a6cc8508c43b1c76134a9f1ccffe11da4970dd4732eff557f2d3b4b3846b7546

Observation 561944b4-deb1-43d9-ac92-f5f4c4ee76a9 · outbound

This paper cites Chandra and Dexter C.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Chandra and Dexter C

Reference 3

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source=arxiv_source observed=2026-07-31T21:55:15.802865Z digest=sha256:138e00e44ec8e6fd935c4c0b0eff4c62bd8e04f0eff14348bae5ddfd8ec00436

Observation 0794691d-45f6-4e99-b98e-7496f5abb80b · outbound

This paper cites Scalable training of.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Scalable training of

Reference 4

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source=arxiv_source observed=2026-07-31T21:55:15.805808Z digest=sha256:bc296ff1ce98e8d21397295526d4c24f6660bfcc09a113b1e98ffb2b0f66580f

Observation 22aa3c8d-03be-4535-857f-23dce06c178f · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 5

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source=arxiv_source observed=2026-07-31T21:55:15.808574Z digest=sha256:3ad5baab0153799a9e2d4f656bead9f648115a1d15046dfd69d6b7220490773f

Observation 87584c5e-c187-4b55-b914-c1da7769a62a · outbound

This paper cites 2006 , publisher=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 2006 , publisher=

Reference 6

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no resolver link, observed 2026-07-31T21:55:15.811331Z

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source=arxiv_source observed=2026-07-31T21:55:15.811331Z digest=sha256:a2ee1b3cc113ae7777b909930aff8b2c8f068633260ab2c984f1a1f952baf3af

Observation 9e5c8918-e9e2-4e0b-a584-6ccfb4a5e0b8 · outbound

This paper cites Tetreault , title =.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Tetreault , title =

Reference 7

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source=arxiv_source observed=2026-07-31T21:55:15.814076Z digest=sha256:01a4888c26b9cf4c1c95f91229af253f136890f6203ba214b649f8312cf715b2

Observation eba44203-8e34-4c10-84f6-0913d5e87f62 · outbound

This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =

Reference 8

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source=arxiv_source observed=2026-07-31T21:55:15.817045Z digest=sha256:d25db760948f356752fe3588d484d229ee07e00fcdd2782f9d5a0907df2cde33

Observation 2bf9a4a4-709c-4556-80c5-eb9c04a3f8ce · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 9

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source=arxiv_source observed=2026-07-31T21:55:15.819743Z digest=sha256:1a21ef21b1084caaac2a54923415ab1dd9642227e260ec10b09ef0a550bdb281

Observation 0d33289d-5cbd-4487-b612-7d492f7b838e · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 10

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source=arxiv_source observed=2026-07-31T21:55:15.822216Z digest=sha256:7ff14db4e38df918e9381675bf6ba412974a7ddbe20028101854756019308a97

Observation 3096f92f-fdd4-4170-98a0-51d277386f81 · outbound

This paper cites Journal of Foo , volume = 13, number = 1, pages =.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Journal of Foo , volume = 13, number = 1, pages =

Reference 11

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source=arxiv_source observed=2026-07-31T21:55:15.824642Z digest=sha256:a960d4ac5c5a354ed384cfdb3891550258c3b7eeebd8e0da89aa24782a8d4f91

Observation 00e1a6f1-3dc1-46f9-a717-2334682e32fa · outbound

This paper cites Journal of Foo , volume = 14, number = 1, pages =.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Journal of Foo , volume = 14, number = 1, pages =

Reference 12

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no resolver link, observed 2026-07-31T21:55:15.827006Z

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source=arxiv_source observed=2026-07-31T21:55:15.827006Z digest=sha256:6aa44a63acdce900d2090a8838eb2e0fa8d5d2b39915c8cdc89bf37e911e1605

Observation 406a4a93-520d-427a-9b1c-251047c5b7fd · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 13

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source=arxiv_source observed=2026-07-31T21:55:15.829613Z digest=sha256:85abfd3b392b1c8efa55aae3d4d4dc2850bf0948e603e95646023dd09578058c

Observation a02dff7a-7734-495a-a5be-3337723585d2 · outbound

This paper cites 2023 International Conference on Inventive Computation Technologies (ICICT) , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 2023 International Conference on Inventive Computation Technologies (ICICT) , pages=

Reference 14

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source=arxiv_source observed=2026-07-31T21:55:15.831934Z digest=sha256:b6923ba9cc77c954697dca4ee486f9f28ac26ac39ebc0bcfae90cf0630ca55e4

Observation 3e682fb7-c7ba-45c6-a3d9-2047c7c9aa23 · outbound

This paper cites com: Operations research algorithms drive intelligent warehouse robots to work , author=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation com: Operations research algorithms drive intelligent warehouse robots to work , author=

Reference 15

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source=arxiv_source observed=2026-07-31T21:55:15.834543Z digest=sha256:c5a553d1129f8c36bf85acd7155da0a4983bfcf2bab73b0bea833ceb4e0eaaca

Observation b24b2a4e-9b84-4eb6-9266-bd29a49ddb1b · outbound

This paper cites 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , pages=

Reference 16

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source=arxiv_source observed=2026-07-31T21:55:15.836855Z digest=sha256:6f5014043c3c6636c58f280c3f2db84ca0d9e8d45ea08d6b02d294a8c4c6ff7f

Observation 07bab441-a0d0-4f70-93f4-baef6632eb5b · outbound

This paper cites Science Robotics , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Science Robotics , volume=

Reference 17

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no resolver link, observed 2026-07-31T21:55:15.839207Z

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source=arxiv_source observed=2026-07-31T21:55:15.839207Z digest=sha256:29d50edf129c67eab3c7914b118600492777106c5927c2225843d6ef98ec4941

Observation 740aae4f-9e82-45e4-ae73-4c56ae42c514 · outbound

This paper cites Mind , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Mind , volume=

Reference 18

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source=arxiv_source observed=2026-07-31T21:55:15.841817Z digest=sha256:2f8563f668203348480dec0c477e566c7f1db4ac84bf63fbc56f03ee323ce929

Observation 5faf0e14-0d7d-4578-af1e-61ecee76baba · outbound

This paper cites 1998 , publisher=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 1998 , publisher=

Reference 19

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no resolver link, observed 2026-07-31T21:55:15.844274Z

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source=arxiv_source observed=2026-07-31T21:55:15.844274Z digest=sha256:223542123bc2629089c5ef88f4d85c6dba73e40a8b5b3fab7e2831fe0af1c7f6

Observation f3b9c9ee-212d-4752-9f9d-2d2a2d45e5cb · outbound

This paper cites arXiv preprint arXiv:2509.20021 , year=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation arXiv preprint arXiv:2509.20021 , year=

Reference 20

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source=arxiv_source observed=2026-07-31T21:55:15.846550Z digest=sha256:79308d1142fc9d82d273540d87d76769eb7790b041e3cfb869b571a32811ae66

Observation d7f5c45d-5f9e-4dab-96b3-de0fa3d3b143 · outbound

This paper cites Proceedings of the IRE , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the IRE , volume=

Reference 21

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no resolver link, observed 2026-07-31T21:55:17.250047Z

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source=arxiv_source observed=2026-07-31T21:55:17.250047Z digest=sha256:3a9452ea9aaff3bf5b6d3a41eae21048ca229b91b66659d4bd914d1835f905c1

Observation 48f5b4bb-33f2-428a-b4f6-eb41387ddcd7 · outbound

This paper cites Counterfactual Multi-Agent Policy Gradients.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Counterfactual Multi-Agent Policy Gradients

Reference 22

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source=arxiv_source observed=2026-07-31T21:55:17.253357Z digest=sha256:e42dce49e85e1a7843e67556aea4e354c1d9e9bdbeaa4e8e9c8822826ad94fa4

Observation 4868a3a0-0b74-4a6d-be4f-e7448f881c8b · outbound

This paper cites Value-Decomposition Networks For Cooperative Multi-Agent Learning.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Value-Decomposition Networks For Cooperative Multi-Agent Learning

Reference 23

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source=arxiv_source observed=2026-07-31T21:55:17.256914Z digest=sha256:c86c6db79ab5d259d43a7826da9bea8a4f516b13a20b0b4c378cde9487c66b78

Observation dd059191-1094-427a-9f0b-0f04dd9cdb8f · outbound

This paper cites Journal of Machine Learning Research , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Journal of Machine Learning Research , volume=

Reference 24

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source=arxiv_source observed=2026-07-31T21:55:17.260027Z digest=sha256:ad54a747a6f80aac4722807306ea6595ffaeb88f5b39f5c8e855044f204771f5

Observation 8e52bf2a-2521-46c5-8bb4-ba8672660f80 · outbound

This paper cites International Conference on Machine Learning , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation International Conference on Machine Learning , pages=

Reference 25

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no resolver link, observed 2026-07-31T21:55:17.263123Z

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source=arxiv_source observed=2026-07-31T21:55:17.263123Z digest=sha256:28a38b01e5cc603f97f6deb9fced830e85d2920b74391ad7e3a7c0eb7b33e923

Observation d89fa92f-8b2c-4ec2-a17c-90f172b60683 · outbound

This paper cites Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks

Reference 26

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source=arxiv_source observed=2026-07-31T21:55:17.265687Z digest=sha256:d2298772527db1c0ba6ea6e812fbb885272018bab5af031e4661a98174dab5f6

Observation 5a292835-9ef9-4bc0-866d-f5d65e5b6abc · outbound

This paper cites 2018 , publisher=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 2018 , publisher=

Reference 27

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no resolver link, observed 2026-07-31T21:55:17.268645Z

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source=arxiv_source observed=2026-07-31T21:55:17.268645Z digest=sha256:d4b146563816c00ba8341915bf6ef9a9c4413405bb4d698bbce5dcbb39e35973

Observation 399bc4ff-cd9c-42f3-b4c1-5d21061adc8a · outbound

This paper cites , author=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation , author=

Reference 28

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no resolver link, observed 2026-07-31T21:55:17.271066Z

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source=arxiv_source observed=2026-07-31T21:55:17.271066Z digest=sha256:39f4a98a81dcbe28862facdfe454d0067297158195465e6ab9564b9af2875d56

Observation 11e31b23-07d5-4539-8ce8-9df78aaf50fe · outbound

This paper cites 2008 , publisher=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 2008 , publisher=

Reference 29

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source=arxiv_source observed=2026-07-31T21:55:17.273597Z digest=sha256:6d61d8c84e4990aa08ab733155f83605fa09993a93b6c4df3deb79d6becb9ff5

Observation c0c963c6-cbb3-4f34-a872-9467a11635af · outbound

This paper cites Nature Human Behaviour , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Nature Human Behaviour , pages=

Reference 30

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source=arxiv_source observed=2026-07-31T21:55:17.276669Z digest=sha256:4924d54889ab0ad228a7b4dc9498fe5f675f1c4546383e88e3088f0f6d54fe51

Observation 47edbfac-ae86-467e-b38a-f504dd127d52 · outbound

This paper cites Social cognitive and affective neuroscience , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Social cognitive and affective neuroscience , volume=

Reference 31

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no resolver link, observed 2026-07-31T21:55:17.279384Z

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source=arxiv_source observed=2026-07-31T21:55:17.279384Z digest=sha256:268202cfaef35e1a1ab8ba7b5fffc554a6e981939ff44d84c1e2130096af6f07

Observation 9d6ab1e5-5cec-47d2-908d-f225a1547130 · outbound

This paper cites Leveraging Large Language Models for Effective and Explainable Multi-Agent Credit Assignment.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Leveraging Large Language Models for Effective and Explainable Multi-Agent Credit Assignment

Reference 32

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source=arxiv_source observed=2026-07-31T21:55:17.282062Z digest=sha256:7e2245b34f92fd4c73f9164b26e331325186e4eda9e184c31d0aed2858b5283a

Observation dcae61ff-5820-4ad6-b531-38f95b02f3f1 · outbound

This paper cites The American journal of psychology , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation The American journal of psychology , volume=

Reference 33

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source=arxiv_source observed=2026-07-31T21:55:17.285643Z digest=sha256:ac7eef83513a0de690eb4d816ba26a05b841205e4d086dfa57e1fd2b8840560f

Observation 2017f831-4dec-4335-b92e-885f4e28911e · outbound

This paper cites Artificial Intelligence Review , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Artificial Intelligence Review , volume=

Reference 34

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source=arxiv_source observed=2026-07-31T21:55:17.288349Z digest=sha256:a7f9c79dc1ad60fad1beaed0fcfb66792ec093724ca31f000b227f96b36fa086

Observation 8f133ed9-6a93-4bde-b7a8-96f9543a7683 · outbound

This paper cites Multi-agent Embodied AI: Advances and Future Directions.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Multi-agent Embodied AI: Advances and Future Directions

Reference 35

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source=arxiv_source observed=2026-07-31T21:55:17.290936Z digest=sha256:1c0f94e3246a9e6629f464fc57b7a2db09a933deff602cea25aeb2ae2a063766

Observation 6077ed43-28e4-41ef-9925-1cb1b7d1a6c4 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Gemini: A Family of Highly Capable Multimodal Models

Reference 36

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source=arxiv_source observed=2026-07-31T21:55:17.293952Z digest=sha256:ef7e7e764d43b04f23bd1be95e3bccca75a92b6a3ab1e3b6299e395c20180d39

Observation 2dc76f78-30db-4f74-936a-601da104b533 · outbound

This paper cites International conference on machine learning , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation International conference on machine learning , pages=

Reference 37

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.296927Z digest=sha256:0772c47943ef3e9867f4be7857fc121acf97300e55ad00bc109b63953db90e9d

Observation 7a9f8207-1640-49a3-8553-7660da6178ac · outbound

This paper cites Advances in neural information processing systems , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Advances in neural information processing systems , volume=

Reference 38

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source=arxiv_source observed=2026-07-31T21:55:17.299689Z digest=sha256:a19774f4f8e08c094e135761829beaa878e676084f7e1cbe04a28309eab446e3

Observation f9bb563f-8c2a-4395-91a8-2303faa624c5 · outbound

This paper cites Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Discern Causal Links Across Modalities.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Discern Causal Links Across Modalities

Reference 39

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source=arxiv_source observed=2026-07-31T21:55:17.302242Z digest=sha256:602fe959c9789fe93950e90d1be3fbed3dfcba681259b21f081ba586fb534401

Observation 45244bc5-470e-4979-b5ef-63b50886c17f · outbound

This paper cites arXiv preprint arXiv:2509.17784 , year=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation arXiv preprint arXiv:2509.17784 , year=

Reference 40

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source=arxiv_source observed=2026-07-31T21:55:17.306735Z digest=sha256:004b85a18e6a30173a14fd02662c365a95fcb00927c0d88a0c5465cc7e22240b

Observation f948133b-c362-4c92-aa50-e1a8598e1a00 · outbound

This paper cites Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning

Reference 41

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no resolver link, observed 2026-07-31T21:55:17.309418Z

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source=arxiv_source observed=2026-07-31T21:55:17.309418Z digest=sha256:ecd7be42dbb8e7af017d5a75f619a83e41879c115dfe194e9af26c357b1cc9b3

Observation 455d72b3-7bc4-4c72-a205-edd7b5623fb0 · outbound

This paper cites Autonomous Robots , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Autonomous Robots , volume=

Reference 42

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no resolver link, observed 2026-07-31T21:55:17.312442Z

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source=arxiv_source observed=2026-07-31T21:55:17.312442Z digest=sha256:65af97ea8a9a99e4df5b0ab44dd1328f90cac56628d38aa916707ec7fc2a8f6a

Observation 4809335e-d6a6-4494-ae3b-e766a49e888f · outbound

This paper cites DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems

Reference 43

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no resolver link, observed 2026-07-31T21:55:17.315018Z

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source=arxiv_source observed=2026-07-31T21:55:17.315018Z digest=sha256:d87da3619e3e4c8a8c7c8cf578c120045f0d5e0a5c2073e29e7a348d27580ee7

Observation dee838d0-190a-40af-bfbf-dd4464ab43a6 · outbound

This paper cites 2022 International Conference on Computer Communications and Networks (ICCCN) , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 2022 International Conference on Computer Communications and Networks (ICCCN) , pages=

Reference 44

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no resolver link, observed 2026-07-31T21:55:17.317965Z

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source=arxiv_source observed=2026-07-31T21:55:17.317965Z digest=sha256:5d50a83b0cd707923ae0048df61f3b21f66a0f0ed6fac23fae78d19958b14c26

Observation 80b1c255-bf76-4483-9443-81a93831d156 · outbound

This paper cites IEEE Robotics and Automation Letters , year=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation IEEE Robotics and Automation Letters , year=

Reference 45

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no resolver link, observed 2026-07-31T21:55:17.320484Z

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source=arxiv_source observed=2026-07-31T21:55:17.320484Z digest=sha256:b00d78d537826326bceeb01b025fef7d1476103778e87592976874e282d4a1ae

Observation 9f6bf312-6c1b-47bb-b8ad-e1dc18e16d98 · outbound

This paper cites Qwen3 Technical Report.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Qwen3 Technical Report

Reference 46

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no resolver link, observed 2026-07-31T21:55:17.324132Z

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source=arxiv_source observed=2026-07-31T21:55:17.324132Z digest=sha256:536d03b96640e706db861446829dd513d79106064734351288d52eabc8a0e348

Observation 3e3d88f5-40cb-44b3-bfa5-0ffcd78bfbfa · outbound

This paper cites Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization

Reference 47

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no resolver link, observed 2026-07-31T21:55:17.328001Z

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source=arxiv_source observed=2026-07-31T21:55:17.328001Z digest=sha256:a829bd1d987078294d3714de83c19b669c0fa0737ed4f6be889245044722bee8

Observation ad233cb7-4c93-4d15-9e98-09554d61a1e8 · outbound

This paper cites International Conference on Artificial Intelligence and Statistics , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation International Conference on Artificial Intelligence and Statistics , pages=

Reference 48

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no resolver link, observed 2026-07-31T21:55:17.331313Z

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source=arxiv_source observed=2026-07-31T21:55:17.331313Z digest=sha256:437700bf1afc07eb38dc2eda0744c8d0684f5565f57fc57be53c4d438ff771a9

Observation 812c4da4-f62f-45c2-9661-2589e2672dbd · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 49

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no resolver link, observed 2026-07-31T21:55:17.335587Z

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source=arxiv_source observed=2026-07-31T21:55:17.335587Z digest=sha256:a3b8b23be1a0a5e4ada55d83c221015f4d64e31dfa38506645769a03bc6210fb

Observation d34ea326-5d5d-4b22-989c-8c38e5e8a62d · outbound

This paper cites GPT-4 Technical Report.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation GPT-4 Technical Report

Reference 50

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no resolver link, observed 2026-07-31T21:55:17.338739Z

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source=arxiv_source observed=2026-07-31T21:55:17.338739Z digest=sha256:5bcf380c936230b219e3f28284753c3c5c00c72c96654cf4359b32a3ec41d60e

Observation 31017ee7-d57c-452d-b409-27bf00e728d3 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 51

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no resolver link, observed 2026-07-31T21:55:17.341939Z

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source=arxiv_source observed=2026-07-31T21:55:17.341939Z digest=sha256:ad669401eae444c32966a67cfc4fc804f4df264f8c32b0519cb159695775ab4b

Observation cebd8a97-058a-4c2b-a56c-fc63c2f513b6 · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 52

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no resolver link, observed 2026-07-31T21:55:17.345135Z

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source=arxiv_source observed=2026-07-31T21:55:17.345135Z digest=sha256:1c20275f54b06d1b486554f5f2a7d7c288d72ca1f99d88bc55642745be38e6ea

Observation df9901c2-eca7-4e12-9645-bb3c38078eaa · outbound

This paper cites MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Reference 53

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source=arxiv_source observed=2026-07-31T21:55:17.349655Z digest=sha256:690f7118ae7fcff6056e9fa78c07153c44f838882ddfe68fdf8dbf70ea9d1545

Observation d149c197-495e-4328-ba37-8c4e4f41673f · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 54

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no resolver link, observed 2026-07-31T21:55:17.354182Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.354182Z digest=sha256:924757b9aa5f4cbb2544ac8e765168d5b343f498b48d429fe9ccd01ce8475417

Observation 6505bf34-0970-428f-a0aa-f00c4251331c · outbound

This paper cites MIHBench: Benchmarking and Mitigating Multi-Image Hallucinations in Multimodal Large Language Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation MIHBench: Benchmarking and Mitigating Multi-Image Hallucinations in Multimodal Large Language Models

Reference 55

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no resolver link, observed 2026-07-31T21:55:17.357138Z

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source=arxiv_source observed=2026-07-31T21:55:17.357138Z digest=sha256:56cfc7d78a122f915576f953a4ac2a91a03623309f110006f5b9348f31734122

Observation 7c81efc5-ace3-4125-b140-de5c81811780 · outbound

This paper cites MiCo: Multi-image Contrast for Reinforcement Visual Reasoning.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation MiCo: Multi-image Contrast for Reinforcement Visual Reasoning

Reference 56

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no resolver link, observed 2026-07-31T21:55:17.360790Z

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source=arxiv_source observed=2026-07-31T21:55:17.360790Z digest=sha256:25c5f582c2f613bc0557712b2804110caf46cfe6c3487d6301a65c3f36b114e8

Observation af6e6f7b-0a1c-44d9-bf19-50968d01567a · outbound

This paper cites IEEE/ASME Transactions on Mechatronics , year=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation IEEE/ASME Transactions on Mechatronics , year=

Reference 57

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no resolver link, observed 2026-07-31T21:55:17.364112Z

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source=arxiv_source observed=2026-07-31T21:55:17.364112Z digest=sha256:c9391952c9d6037d5b3c708462607bae0a1eb6008368ec7a0cd265981e10757f

Observation 078de66d-f171-468d-834a-3f612e79e4d4 · outbound

This paper cites Science , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Science , volume=

Reference 58

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no resolver link, observed 2026-07-31T21:55:17.367047Z

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source=arxiv_source observed=2026-07-31T21:55:17.367047Z digest=sha256:797aa7310c44c19c3602d9de74a8efc80c0494ab658d1234ae4941957fda18a9

Observation 625ea4a6-55da-4a5a-be4d-13dc98e7a7a8 · outbound

This paper cites TRAM: Benchmarking Temporal Reasoning for Large Language Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation TRAM: Benchmarking Temporal Reasoning for Large Language Models

Reference 59

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no resolver link, observed 2026-07-31T21:55:17.370287Z

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source=arxiv_source observed=2026-07-31T21:55:17.370287Z digest=sha256:53b55a737803bfcb656738bfedd0e74a4704ba50aac67cfd9c49da16fb63e92c

Observation 90141d3e-756f-4758-ab28-ae74d8cec817 · outbound

This paper cites TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models

Reference 60

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no resolver link, observed 2026-07-31T21:55:17.374149Z

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source=arxiv_source observed=2026-07-31T21:55:17.374149Z digest=sha256:d3fedc0db99ddd722818449f3e03edae0c569c05d9745dd59b1c7d1fa1df1229

Observation e847bb11-17d7-42de-ad77-e85be66d44ee · outbound

This paper cites Proceedings of the 28th ACM International Conference on Multimedia , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the 28th ACM International Conference on Multimedia , pages=

Reference 61

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no resolver link, observed 2026-07-31T21:55:17.377214Z

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source=arxiv_source observed=2026-07-31T21:55:17.377214Z digest=sha256:fb509289ced034785adbf50965aedcda930cdd94a889b7520a2d2fd50f2f4c02

Observation 1a8d1e72-4f7b-4f0a-9f51-e7e24077ce50 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 62

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no resolver link, observed 2026-07-31T21:55:17.379571Z

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source=arxiv_source observed=2026-07-31T21:55:17.379571Z digest=sha256:9b05a2ecea90cedcb0d739dbcf8ccb8e6f29daba295e0138a5393f206a9c99d2

Observation 69715af2-61ce-4c94-8bcf-950bf838277d · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Advances in Neural Information Processing Systems , volume=

Reference 63

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no resolver link, observed 2026-07-31T21:55:17.381771Z

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source=arxiv_source observed=2026-07-31T21:55:17.381771Z digest=sha256:6e92ab6bfbd2ea6a7d203c0642af0c7d20c047a7a079d9d874a418b837ac4832

Observation c9b2edca-49ce-4c14-b9cb-4f0f47188599 · outbound

This paper cites IEEE Transactions on Multimedia , year=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation IEEE Transactions on Multimedia , year=

Reference 64

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no resolver link, observed 2026-07-31T21:55:17.384018Z

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source=arxiv_source observed=2026-07-31T21:55:17.384018Z digest=sha256:15c9c152efc6863caf01574d952602fb2408652d94f78020c8ca3a6fa1762669

Observation 09182ff6-b6ce-4538-956b-5f4884555a8e · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 65

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no resolver link, observed 2026-07-31T21:55:17.386245Z

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source=arxiv_source observed=2026-07-31T21:55:17.386245Z digest=sha256:5b299d8fc579f68fcaa9348795bb7e1a6c8b9245f251f32495e781f5a8485118

Observation f830223a-3a6f-4c7d-a475-893a5c70b8d8 · outbound

This paper cites Temporal Contrastive Learning for Video Temporal Reasoning in Large Vision-Language Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Temporal Contrastive Learning for Video Temporal Reasoning in Large Vision-Language Models

Reference 66

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no resolver link, observed 2026-07-31T21:55:17.388570Z

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source=arxiv_source observed=2026-07-31T21:55:17.388570Z digest=sha256:d89f5abb40e5502b4e04eacafd96f3fd31605887930c853e8eadf9d9b3d00941

Observation 9eff0a4f-c6d2-4a5d-b544-92bb455fb36f · outbound

This paper cites Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning

Reference 67

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no resolver link, observed 2026-07-31T21:55:17.391043Z

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source=arxiv_source observed=2026-07-31T21:55:17.391043Z digest=sha256:a71dbe21c35c289933f0c448a225ae6e71079d529bff7695680cb1f2ea0ea900

Observation 886dba74-5a71-4507-9b08-7e7097e3363a · outbound

This paper cites RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback

Reference 68

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no resolver link, observed 2026-07-31T21:55:17.393310Z

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source=arxiv_source observed=2026-07-31T21:55:17.393310Z digest=sha256:0f652a95794d06971456b215c47f3dc5ddada19530d69b9bd8cbeb546b978b29

Observation a1c16e65-1c65-4642-afd9-11ae7f8bc155 · outbound

This paper cites Industrial Robot: the international journal of robotics research and application , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Industrial Robot: the international journal of robotics research and application , volume=

Reference 69

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no resolver link, observed 2026-07-31T21:55:17.395651Z

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source=arxiv_source observed=2026-07-31T21:55:17.395651Z digest=sha256:a90396a4837bbefa470fdc0e167e00effc0cc601ce7bae285deba253f947f993

Observation ef1fa46a-95e4-4cbb-a6a5-6fe5987b3939 · outbound

This paper cites Icml , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Icml , volume=

Reference 70

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no resolver link, observed 2026-07-31T21:55:17.398052Z

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source=arxiv_source observed=2026-07-31T21:55:17.398052Z digest=sha256:1de809c5eeb16d732f2e0fbb8edfb1dff26b3cff2a7614bf8363b6a0e3fbe22e

Observation 124555e4-b6c6-482e-a412-0c62b3fc6ee4 · outbound

This paper cites Electronics , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Electronics , volume=

Reference 71

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no resolver link, observed 2026-07-31T21:55:17.400384Z

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source=arxiv_source observed=2026-07-31T21:55:17.400384Z digest=sha256:1995d5a24af598e930f85dc45a57c73c96c9defef37dda8ab913c6c6a980e80e

Observation 09595a92-0b0f-46ec-b654-cb337b220829 · outbound

This paper cites 2024 IEEE International Conference on Robotics and Biomimetics (ROBIO) , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation 2024 IEEE International Conference on Robotics and Biomimetics (ROBIO) , pages=

Reference 72

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no resolver link, observed 2026-07-31T21:55:17.402856Z

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source=arxiv_source observed=2026-07-31T21:55:17.402856Z digest=sha256:9458f783b060a233dd95c9c88b428952469ab3a9d17c1c1e1e40a09882aa2026

Observation 5648ae89-8446-4d06-9ad0-683aa09e2cf6 · outbound

This paper cites Science Robotics , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Science Robotics , volume=

Reference 73

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no resolver link, observed 2026-07-31T21:55:17.405663Z

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source=arxiv_source observed=2026-07-31T21:55:17.405663Z digest=sha256:afc58b4995fa7b6f4af25d13d940bb57c50cee5f5eca3ebbeb5dcaed237d00b5

Observation f2a2672f-19d1-4f01-943d-2249ddd162fe · outbound

This paper cites Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond

Reference 74

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Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.407982Z digest=sha256:29aea75f5ebd8533093b26f1045dcbca20c4e68bd0c64e0956d75467398f460b

Observation 858f86cf-1d11-460c-a10a-05e72ed92f61 · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 75

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.410312Z digest=sha256:ba898f3a393af2f6eb7848c2123d3871d4ac2138d960f32175fa942a39690168

Observation dce9477b-1184-4e77-b947-4a039557694f · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 76

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no resolver link, observed 2026-07-31T21:55:17.412537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.412537Z digest=sha256:82973a23e5ebb990204d5b0e38c100c135f014bb42f179b429b56784fc4942b7

Observation e3b92c80-6ea9-4bc6-855f-3eaddf39fdb3 · outbound

This paper cites CRAFT: Coaching Reinforcement Learning Autonomously using Foundation Models for Multi-Robot Coordination Tasks.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation CRAFT: Coaching Reinforcement Learning Autonomously using Foundation Models for Multi-Robot Coordination Tasks

Reference 77

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no resolver link, observed 2026-07-31T21:55:17.414682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.414682Z digest=sha256:c34fa2b886a57592a3c161f253a0e5a60b413e6323b049fe1fcb6e6a09dfd8bf

Observation 9c95f99f-30a9-4c85-8921-a62d7a3af8f5 · outbound

This paper cites M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality

Reference 78

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no resolver link, observed 2026-07-31T21:55:17.417664Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.417664Z digest=sha256:ada7803fa0b76763bb140bb928e431bdcbd0747bc6021b7adc5cdef8721beaa7

Observation abb4b8de-0c49-44ec-b183-f70ac6187af3 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 79

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no resolver link, observed 2026-07-31T21:55:17.420396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.420396Z digest=sha256:9a83bf69a3f1b4b0c58427b6a728d436c77e91b42108a9d4705fa7cd57098210

Observation 39a35da9-d30e-4d58-b206-29980fc51a29 · outbound

This paper cites Neurocomputing , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Neurocomputing , pages=

Reference 80

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no resolver link, observed 2026-07-31T21:55:17.423218Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.423218Z digest=sha256:e9cf02516f85418ba3491b500f695859dea64fa1f6803edcc5aeae6be60e971c

Observation be47df70-0bf2-4a7c-ad41-141f96d55027 · outbound

This paper cites Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning

Reference 81

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no resolver link, observed 2026-07-31T21:55:17.425466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.425466Z digest=sha256:3f1f675ccc843ab80cccb33eef4865a3c03f8011dab86542446195ae7a20d485

Observation 6a4e2c27-f553-4374-a636-bd1baebef49d · outbound

This paper cites International Conference on Intelligent Computing , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation International Conference on Intelligent Computing , pages=

Reference 82

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no resolver link, observed 2026-07-31T21:55:17.428073Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.428073Z digest=sha256:a0bd43fa9f8e7eebe8104a4becb36ad5e115c9d480a2440431097107a983b22b

Observation 1630962e-399c-40f5-bf32-82cd58a9ee3e · outbound

This paper cites International conference on machine learning , pages=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation International conference on machine learning , pages=

Reference 83

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no resolver link, observed 2026-07-31T21:55:17.430279Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.430279Z digest=sha256:adccf2bea5ef23a884ec20728cd2ded6937637211b1305e0bb13a4725456b1f6

Observation 475a067f-3093-461f-a2d8-c629d4f73eb1 · outbound

This paper cites Advances in neural information processing systems , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Advances in neural information processing systems , volume=

Reference 84

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no resolver link, observed 2026-07-31T21:55:17.432508Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.432508Z digest=sha256:df771c8032cf6c0700d874a52b10317e336c0292a1fb88ecce073de86bbcd0c2

Observation 91a40746-a6ab-4a49-9e37-c0b136f1105b · outbound

This paper cites National Science Review , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation National Science Review , volume=

Reference 85

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no resolver link, observed 2026-07-31T21:55:17.434765Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.434765Z digest=sha256:0042ab9d6429f1b920b5f532057a2ce8bbfb9998c0ac3e7421b5c861c92f8d39

Observation 091d0938-d229-4e5d-94c5-271d46f74108 · outbound

This paper cites SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Reference 86

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no resolver link, observed 2026-07-31T21:55:17.437075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.437075Z digest=sha256:28278337dcaae2da4fa27a71648b3a618cfb18b3b573e1f5f2c6121f06036904

Observation 61002e8f-cd78-46d5-b040-683a18fed1a2 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Advances in Neural Information Processing Systems , volume=

Reference 87

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no resolver link, observed 2026-07-31T21:55:17.439615Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.439615Z digest=sha256:ef0748df576f8a5f9227b42e1f7d1d8e69593eeb1a09fcaf76921ee411a887c5

Observation c1dcb9aa-0767-40e9-a1c9-f9bb99251baa · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 88

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no resolver link, observed 2026-07-31T21:55:17.441831Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.441831Z digest=sha256:42f9e922d41de3169969249ffd743cf65c6e048614e6f0c7605b615e06eebfee

Observation 0ecb21be-3084-484d-a3cf-93dac3ee6994 · outbound

This paper cites Qwen2.5-VL Technical Report.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Qwen2.5-VL Technical Report

Reference 89

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no resolver link, observed 2026-07-31T21:55:17.444451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.444451Z digest=sha256:cb77e679c1d81897cfce5a15a102b95384e660ec8c849019263cd79c8320feec

Observation 2bf274b3-bc52-4469-8a8b-643756612a7c · outbound

This paper cites MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence

Reference 90

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no resolver link, observed 2026-07-31T21:55:17.446887Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.446887Z digest=sha256:af8d7fb409850e579faae39049e7e0656a1e0916ace8c0036c26b0886df41019

Observation 5e8461bb-5e3b-426f-84b2-dfd23d8edef6 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Advances in Neural Information Processing Systems , volume=

Reference 91

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no resolver link, observed 2026-07-31T21:55:17.449742Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.449742Z digest=sha256:28738f94aaf6661c2cfe37d16cdbd6fe097ec2cef709dad2f8683ba30db12aa0

Observation 1a4fb752-e2a2-431d-9b44-a95733e2e8bb · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 92

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no resolver link, observed 2026-07-31T21:55:17.452472Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-31T21:55:17.452472Z digest=sha256:acf0436cf109c8deb422f137db29ab03559624262935fbc48a7b4a25e43efa0f

Observation a862712b-3d08-4749-b0a5-1a6e00fb72d2 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Lost in the Middle: How Language Models Use Long Contexts

Reference 93

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no resolver link, observed 2026-07-31T21:55:17.455187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.455187Z digest=sha256:2859967b6b05e3bea8c837193e8fc1c254e754aaf53e6cd7cfa906fe3ab4f162

Observation 0a63bcb0-5612-47ba-bdd8-e9685d085183 · outbound

This paper cites Advances in neural information processing systems , volume=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Advances in neural information processing systems , volume=

Reference 94

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no resolver link, observed 2026-07-31T21:55:17.457671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.457671Z digest=sha256:68ebaecc0cb4cff53d23ce86e15089684ba3ac8925d6aa90bde2cadf245ada64

Observation 3752296e-280b-4107-ae48-9988cac73ef7 · outbound

This paper cites Eliminating Position Bias of Language Models: A Mechanistic Approach.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Eliminating Position Bias of Language Models: A Mechanistic Approach

Reference 95

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no resolver link, observed 2026-07-31T21:55:17.460057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.460057Z digest=sha256:40336c89b19dfce2bd66e22c868fd30303222ab59dba9182c719287339de4949

Observation 576848f4-0436-46b7-99d0-e28bbb0eb83f · outbound

This paper cites Mitigate Position Bias in Large Language Models via Scaling a Single Dimension.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Mitigate Position Bias in Large Language Models via Scaling a Single Dimension

Reference 96

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no resolver link, observed 2026-07-31T21:55:17.462477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.462477Z digest=sha256:cf139d6f1a3d167a226d61ec10d2b90d14d83df3edd00457db4c51d3e6c9d76a

Observation 783c3686-a4ea-48aa-ad9a-d341968b90da · outbound

This paper cites Split and Merge: Aligning Position Biases in LLM-based Evaluators.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Split and Merge: Aligning Position Biases in LLM-based Evaluators

Reference 97

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no resolver link, observed 2026-07-31T21:55:17.464995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.464995Z digest=sha256:b376e8ecd76f7a4ffdd8992b766cd84c5cc07386cb07f67e4e10f394a321ca9c

Observation d7c9a959-d7ed-4da0-ae23-09e3e745ffb1 · outbound

This paper cites arXiv preprint arXiv:2506.09049 , year=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation arXiv preprint arXiv:2506.09049 , year=

Reference 98

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no resolver link, observed 2026-07-31T21:55:17.467372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.467372Z digest=sha256:549ae9c81e4acbc12d0cb619a0654c9cbbdf20a76f01b3bb9bd025c9d27eebab

Observation 0579f12a-3e97-4156-82e4-bb8ef931a690 · outbound

This paper cites arXiv preprint arXiv:2509.26324 , year=.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation arXiv preprint arXiv:2509.26324 , year=

Reference 99

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no resolver link, observed 2026-07-31T21:55:17.469517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.469517Z digest=sha256:4ae478648f638870962d49a14e7d2fb13ff7dfe6ec2a6e687f46b2c831a2112d

Observation 736566c7-b159-4210-a443-6d5dc9561938 · outbound

This paper cites an unresolved cited work.

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Unresolved cited work

Reference 100

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no resolver link, observed 2026-07-31T21:55:17.471740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T21:55:17.471740Z digest=sha256:02c3944cf49eedced5c7f8ac7cbe5e13e38b5168c12fe0454e41d8cdb07b90cc

Pith citing papers

No inbound Pith citation observations are available.