Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T14:27:50.260308Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2606.02372.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T14:27:50.260308Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 592d88b0-3acc-403c-b217-5aae4e96028a · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in neural information processing systems , volume=
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2708517-8215-45de-86a8-712f342b4e2b · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents and Le, Quoc V
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3f7b04b-b5d0-4b00-8a39-cd9852e5776e · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents In: Proceedings of the IEEE/CVF Conference on Computer 25 Vision and Pattern Recognition, pp
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Source-reported events for the cited work
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Observation 56cbebcd-ec7e-4fa7-aac6-04b908ffa7e4 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents S cience W orld: Is your Agent Smarter than a 5th Grader?
Reference 4
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Observation f6ea1aaf-171a-446d-9050-eabb7553d10e · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Qwen3 Technical Report
Reference 5
Source-reported events for the cited work
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Observation c31ccf67-891e-4e7a-afdf-985e1829e9fc · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Qwen2.5 Technical Report
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Observation 81c39862-db4d-42ce-a088-26a5d8ba7fc7 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Qwen2 Technical Report
Reference 7
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Observation b3012bef-7146-403b-a358-98f4fd6257b8 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents The Llama 3 Herd of Models
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Source-reported events for the cited work
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Observation 34b43788-e480-486a-8042-87a9e9222089 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2023 , html =
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Source-reported events for the cited work
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Observation e959e411-cd87-467b-b02c-d3e2fba3499b · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Findings of the
Reference 10
Source-reported events for the cited work
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Observation 61747218-c581-42d7-bd3f-ff2c8a28ee43 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Unresolved cited work
Reference 11
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Unavailable: canonical work link unavailable.
Observation 9e8b46b5-0940-43b1-a369-51116a7cbb17 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Trial and error: Exploration- based trajectory optimization of LLM agents
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 76f89884-2c92-4e71-96a6-b2819013c84c · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement
Reference 13
Source-reported events for the cited work
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Observation 24e76ba3-a057-4edd-83b3-d148fec97472 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Proceedings of the IEEE conference on computer vision and pattern recognition , pages=
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d67faee-e2e0-4f25-a2b5-55937607e0a1 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in Neural Information Processing Systems , volume=
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80556699-0856-4e16-97f1-bcdab32edf65 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Transactions on Machine Learning Research , year=
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d4e5f1f-61ed-4f6a-99a4-76290e3ddc4c · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in Neural Information Processing Systems , volume=
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2ef6de5-ec84-44d3-9e86-9da299b90348 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in Neural Information Processing Systems , volume=
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 460e0f56-f602-421b-bbd0-5ef885f55aee · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Mastering Diverse Domains through World Models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 29539f76-ee65-4b07-8fbd-fd314f3be267 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents ISBN 979-8-89176-251-0
Reference 20
Source-reported events for the cited work
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Observation 8685ffdc-48ce-404d-ba8c-3ba9f6bac4a3 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Reasoning with language model is planning with world model
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a96fa9bf-5fb8-4039-a50c-ed2461d2aafe · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2, 2022-06-27 , author=
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 830b7493-9093-430f-9d56-a1602f1a5c68 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Embodied AI Agents: Modeling the World
Reference 23
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Observation e93e7c95-1494-4d24-aac0-35532659fb6e · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents W eb E volver: Enhancing Web Agent Self-Improvement with Co-evolving World Model
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 37c3835c-7587-45f3-b4da-08b33bfee284 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Agent Learning via Early Experience
Reference 25
Source-reported events for the cited work
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Observation 6ffe42a3-820f-485c-a9f8-b0608593b4bd · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in Neural Information Processing Systems , volume=
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6e95a7e-df0a-44d1-a0be-01d2414379c6 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents E ^2 CL : Exploration-based Error Correction Learning for Embodied Agents
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bda9057a-d22a-4ea4-89e3-4d7bccc8db14 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in Neural Information Processing Systems , volume=
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adea2fd2-ffa8-4e3b-9c14-dc222fb0d06d · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee5d262d-73fd-4866-bd57-3d963b4fdbbf · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Internalizing world models via self-play finetuning for agentic RL.arXiv preprint arXiv:2510.15047
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6bce61e4-efcb-428d-8a2f-8ace363db322 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents World-in-world: World models in a closed-loop world
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4f488945-d088-42b9-b7a9-1e91eeb1e0f5 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=
Reference 32
Source-reported events for the cited work
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Observation 3df2bf17-b51b-48ea-8eae-24aae8f8a73a · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Journal of Mathematical Analysis and Applications , volume=
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab2e037c-6af1-4670-ad6a-2f084ca6cb25 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ded509ee-ecd0-4801-82d9-129a6c15c27c · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents The Thirteenth International Conference on Learning Representations (ICLR) , year=
Reference 35
Source-reported events for the cited work
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Observation 239a0512-cfea-446f-8ea5-34574b876e54 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ef8abba5-6985-4d21-b199-954b308dd272 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents hallucinations
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 418615d7-b5c6-4671-964d-74f49596931f · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in Neural Information Processing Systems , volume =
Reference 38
Source-reported events for the cited work
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Observation 642dd4a5-8929-4403-9a2e-6a19deb4134d · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Group-in-Group Policy Optimization for LLM Agent Training
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c73e13c1-8c37-46c2-acd5-04a4f3a70e37 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution
Reference 40
Source-reported events for the cited work
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Observation eff3736e-ae54-4ce2-9dca-f4f085091c60 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents International conference on machine learning , pages=
Reference 41
Source-reported events for the cited work
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Observation 64d64355-8c2a-4094-8ea1-bf6143d4dfe2 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents FireAct: Toward Language Agent Fine-tuning
Reference 42
Source-reported events for the cited work
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Observation 625a65c8-2f51-4e77-ba78-cc73bcefeacd · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models , booktitle =
Reference 43
Source-reported events for the cited work
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Observation 2dd16153-accb-4bfe-9bc9-63e83269880a · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Griffiths and Yuan Cao and Karthik Narasimhan , title =
Reference 44
Source-reported events for the cited work
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Observation 6f6dc489-95de-46e5-b53d-6b06669df510 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Bandit Based Monte- Carlo Planning
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation da0cc049-1ff4-40c0-8b1a-9ad8a0a362e6 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents arXiv preprint arXiv:2601.08955 , year =
Reference 46
Source-reported events for the cited work
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Observation c8174acc-f1b2-40b3-8cee-678fb32361f0 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2025 , eprint=
Reference 47
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Observation ca082848-306b-4948-a8e3-40ffde446fac · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Frontiers of Computer Science , volume=
Reference 48
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Observation ee50a5c9-e90c-488d-97e6-8b0b60454394 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Advances in Neural Information Processing Systems , volume=
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53f7c989-0603-4141-a2ba-7a0440c09163 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents International Conference on Learning Representations , volume=
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e76a7ce8-c029-43be-b855-457ceff6a965 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=
Reference 51
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Unavailable: canonical work link unavailable.
Observation a8d46c1d-88fc-4e30-8777-e670b6df16aa · outbound
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Reference 52
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Unavailable: canonical work link unavailable.
Observation 1260d566-e990-490e-9897-6634ab23bf9d · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents A Survey of On-Policy Distillation for Large Language Models
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 134dd40d-0854-45d9-9c30-4fe8c5aa5f2a · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents arXiv preprint arXiv:2602.10885 , year=
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c64029c-b124-4b93-9742-f31c39b30054 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2026 , howpublished =
Reference 55
Source-reported events for the cited work
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Observation 842e1d8d-6e7e-4e85-9364-66442eb21dc5 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4b3626f4-db2c-4000-b3a3-abff3d4c29e6 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2024 , eprint =
Reference 57
Source-reported events for the cited work
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Observation cde52fbb-e5c7-4822-9c73-a604b322cb8c · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
Reference 58
Source-reported events for the cited work
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Observation a04e9254-d709-44fc-bc2e-66ba83586acf · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents SELF: Self-Evolution with Language Feedback
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7409ce49-bf73-4342-9170-66705b31eca7 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2024 , eprint =
Reference 60
Source-reported events for the cited work
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Observation dd04e19f-f12b-458a-b4b2-618323de6f0c · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2024 , eprint =
Reference 61
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Observation e0f900a0-fbf9-4533-9fd8-babfa197f933 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2025 , url =
Reference 62
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Observation 8be31f00-38eb-4e04-8fcc-f70852be83f7 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4dd31286-d32b-4f58-a848-5cc4b2eba807 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents AEL: Agent Evolving Learning for Open-Ended Environments
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5199b4ae-9019-4757-879f-eabd9d4c2485 · outbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents 2021 , url =
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.