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Paper Citation Record · LEDGER

Closed-Loop Vision-Language Planning for Multi-Agent Coordination

As of 12 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 3 inbound Pith citation observations for arXiv:2502.10148.

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

pith.paper-citation-record.v1
2502.10148 v3

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T03:09:26.256999Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:17:18.726467Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-19T16:52:40.015840Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact2
  • verified fuzzy26
  • unresolved28
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7df0acd-b341-4f33-a57e-01a9df2456dd · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 1

Resolution
malformed identifier
doi_truncated, observed 2026-05-23T03:12:27.366651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:3e3a82bc195d7809f41b338c7535f7129e17de5fe35e01b7f40d34dc99524d2e

Observation a4200bfa-0c1c-4be1-917e-77387fddbed6 · outbound

This paper cites Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-23T03:12:28.576409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ffd54e2b7235cd8b806691a01edcba6d63bfaf6e754fd8e68852445b09622bc7

Observation 1c490786-578e-4f5e-b866-85b987a7465b · outbound

This paper cites 10610948.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination 10610948

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T03:12:27.361396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:77af80cf06b99b94e909652cde9d32466d7cd842e76d9c20e72bba1313206ad1

Observation 37529fed-fcec-40ad-8c21-2698c2a3133b · outbound

This paper cites LLaMAR: Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination LLaMAR: Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-23T03:12:28.582639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:9bca95501606c110d5779cb2054e8dd396af7b61f23c7a619e3f4ce6928fba2b

Observation 5b5dce89-91d8-42df-a00e-14148403362b · outbound

This paper cites Building llm-based AI agents in social virtual reality.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Building llm-based AI agents in social virtual reality

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T03:12:27.354322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:a3d56311d5cae03941dd8df735314ea34ad63fd37d382befc37d378873bd15ab

Observation 36c84895-2dbd-4b6b-a2bf-6b4e098d1f25 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.362929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:d1ba7ced6a4852d3230d88827179fd1d5b9b10d16f44276d2557741a838bfb4d

Observation d79b3ae6-d343-4471-9ce7-3875aae65297 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.366589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ce73d1e5722b4c979a2225da3e5d268770b9476b7b287169d2ec57453b58004d

Observation f2fab549-7a6c-4814-9661-86b393b714a0 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.369783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:89857964dfad67a4061036ef1944760804fbb5541090a3f5f9e66a7bfcabb70e

Observation ec262729-a95c-4c3a-b7c8-08e530890a76 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.313285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:b799928f3eb0ff1d9d6a7158cc634b49806df84190c73894174a76b7fd7d5205

Observation 1a33e303-a278-4262-a55e-096fc084d20f · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.339364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:3e79a79f045a04ead2f74d7fea69fffd018ee3ea8896c0350ca1384b779cc1a7

Observation e08ef88d-8073-44a6-ab39-d9f927de1d86 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.342792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:8c1c02816844536086647dc678408ec352e6a496eeebe088eef119809605cc33

Observation 23c9be18-e9b2-466b-bbdd-45b7e0037b39 · outbound

This paper cites [Enemy/Ally] #[target_id].

Closed-Loop Vision-Language Planning for Multi-Agent Coordination [Enemy/Ally] #[target_id]

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.346105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:510e3f542d24bacebeb218f449406277e20e3b5737cf0e134b634013009c290d

Observation 52cfe42d-c421-4780-bc64-9c6626083593 · outbound

This paper cites Location: [direction].

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Location: [direction]

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.417602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:724b4d0a2f4e0fbca936beed8d6a21b79f6c6bd671d83706ee33aafcc54b830e

Observation 3c53f4b2-f28c-4e7f-853a-cb669659997c · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.437217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:5f4a467d06b1e0c378a53443edc0353dcaf7733a89bfd23f5f1680499b248f3a

Observation 5d0ee617-f5b4-454e-aad7-4e5c025ea640 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.332635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:1478056232217c2b64b69e612040652a473c8e55630e43a2e37375d99df01deb

Observation a64e08b0-c239-4b9f-88c5-824dc536aa3b · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.320945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:d4caee6ffa5b65333f0c322bd828b5d09296fc3e8d077e01a65de1ce6b44a076

Observation 8f899f62-a701-49cc-95a1-7c87eda1916d · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.399392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:36282a1688fa03a7796705918380e19f5c37c28cf3488e2676140d0519fa50ea

Observation 27eea0e3-5318-4879-8b63-ca6dc5362e54 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.317101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:8d21c8ea7217d71a67226d8b374670c7b1fe815fcf06e9d8ffcf5f17db78a97b

Observation d056c69c-36db-4dac-a41a-0b28f9a60349 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.324510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:9fd649ceca2418c7f014aed79e80898be98341300877d4ab29f8083a150026e8

Observation 98dbc2cf-530c-4e3e-ace5-1fe4babc80ce · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.329267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ab8f93b204f269b21fe3fff73ecd35130f225e670671484effa0ef1e5b361fa6

Observation 6489af0a-6627-432e-b5d0-25f7fb755656 · outbound

This paper cites defeat all enemy units.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination defeat all enemy units

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.335775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:2882e168b7a1a62d7296af1a87671ab4cf2cb6d0a9c9f867d6dc3799bfa301ae

Observation 5b74632f-a4c8-4f1f-a459-da24606737ea · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.383646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:3aaa99cae54a29af9a15885c0be2a0ed2cccd3a42a9c81e3362ebef1a0a48b5d

Observation c51f24c6-6661-4748-95aa-e4fa9d875fb7 · outbound

This paper cites Adjust [scoring weight/multiplier/threshold] to [specific combat calculation] based on [unit composi- tion + battle state] where [precise condition].

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Adjust [scoring weight/multiplier/threshold] to [specific combat calculation] based on [unit composi- tion + battle state] where [precise condition]

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.309643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:9b33367c28ea29d27bb719df19a6f8ab2cb6ba808fc6ec258f8a26fcc4745bd1

Observation dc2ca266-f365-496d-845b-535823cabf6d · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.410288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:952ebd4f3f0ab0911255daa022cf3d5019b7f6165a85c994475ac8b22da22646

Observation aa8f7387-d75a-4036-a15b-4bced3a77681 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.305665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:0fb76f556c088d724a3938df09bb7f74512e0660727ea45b20c0fb25a6ae0fcb

Observation ab0ab649-2083-44de-baf5-0b697e481e83 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.350617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ecbe64f334a4d9d8618ee5c79419fe19ba6c821823afeefc010ac56074497823

Observation fb418e4f-446a-49c7-9a3f-44337ea835c9 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.373339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:4909c0c1212769222ddad62ab093f03def8e141ea10577fdb5472395937c4902

Observation c2834076-b75a-4680-bd06-95c80cdc910d · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.396674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:fdcce8e78e44768ca19022f46ca56cd1b3ff06ea7e37a97c86c7966c67c35b16

Observation ffd3b42f-0e81-4cb9-9f1b-dbb5e9bc6abd · outbound

This paper cites Identify critical function for improvement (choose ONE Prioritize score_target(unit)).

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Identify critical function for improvement (choose ONE Prioritize score_target(unit))

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.389969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:58c5437da1903678a5ded0dd1be96bb5c4057dfd4408a1254e75da8f1e441cfb

Observation ca213578-7623-49ec-90d9-fa5b14b1c749 · outbound

This paper cites (Preferred).

Closed-Loop Vision-Language Planning for Multi-Agent Coordination (Preferred)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.489914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:a619c9b3a787ed2df3708b3273eb0ac69f114636788e98a758419f67ec9ee212

Observation 1df82730-d986-4da4-a970-ee3363da30bc · outbound

This paper cites Skill_generation: If there is no enemies, only output ’null’.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Skill_generation: If there is no enemies, only output ’null’

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.504586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:7fe683ae6ac1d589d66ceaa5f4e94a4919d528a08970bbff235c8cbea771a3e7

Observation 22e0b93c-4a23-423c-b2bf-54d024c55a39 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.480213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ea54f048b26d4cf62cff597f4ca87fd4522af698399d0a0a344da85b2f6b6965

Observation 31f89720-9640-4e00-85f9-8b96fa52d992 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.483546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:8274955fc130f2d2a8e8ed4fcb880520dd9e98e926d1ad996d8d5093522728a2

Observation d3941e6a-ba58-4d35-858e-9cc3181c9ad4 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.476926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:49b68cf3269a2cdbd946be705077bd0129d8ae260a8738f5ae65e9303df17b34

Observation e18040e7-d973-4a95-ab69-c85231b9abab · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.470094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:959085005f738f83cb7193625319646314ad65b1dc259a8e00ed24a09e9e4c19

Observation 226631fa-f571-4ca4-b104-553bcb0cce33 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.473521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:0aac5de443fd2d01ded29873c7f60127dbc6893568c67be6ab06abdf284f60f6

Observation 3032268c-58d6-47e8-81a9-5ee9f9a30c1f · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.486898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:051cfe1b1cc7ee5af455ff62c3e74cea4e8bb70bcc5cb79721338213b016b8ce

Observation b8ee86eb-24b1-499e-8532-5d0d2eeac4d8 · outbound

This paper cites obs: str.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination obs: str

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.493331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:61caafedeb00f7cd4589878a6f8b110a9a3e23af0236193b7c674b3a16bfff0b

Observation ba1ea00e-6a2d-4381-abe1-f34d390c13d4 · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.459221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:2f1571489f8ef2aeab092dce8d7ab3d3046dd3f55f955f3e1d7f490a606e7a6c

Observation 076775f4-6bc6-42ab-aef5-4beabed5e6bc · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.451920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:f0b0a06e0fdc495706d6a34edbb30074fa077a831f4992b2eb3f3dfc6b2ddff2

Observation 1ef265c0-337c-4372-951a-0239bc2f92aa · outbound

This paper cites an unresolved cited work.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-23T04:07:32.455087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:8640aaa5d097068bcbc18abd0446d31504f5addedff4fb52ef5ba0a217601489

Observation 70d04867-94b5-4607-a8ea-4e902c8a2e64 · outbound

This paper cites ‘ 24 1 def r a c e _ m e l e e _ r a n g e d _ m e d i v a c _ n a v i _ A _ s t a r _ s c o r e _ t y p e _ d e f a u l t _ c e n t e r ( obs : str ) : 2.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination ‘ 24 1 def r a c e _ m e l e e _ r a n g e d _ m e d i v a c _ n a v i _ A _ s t a r _ s c o r e _ t y p e _ d e f a u l t _ c e n t e r ( obs : str ) : 2

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.466889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:4e187bb55471ac86da5c7cf087332fe19288eb549cb329ebf558339314ed595f

Observation cc40e8fc-e0b7-46e4-ab1a-f435ab2450f4 · outbound

This paper cites o w n _ p o s i t i o n [0]) * 32 / obs_data.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination o w n _ p o s i t i o n [0]) * 32 / obs_data

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.448668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:fc9c9f96ffd4ac21624384d31d2d69a4f3714dc3e28fe253346f72358c844850

Observation a6f2e433-f576-4f42-8578-f8e6c993e76e · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.440818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:1a4e427a766c40a49183a79989a3e178970537424817801f54a5d629db34b51b

Observation f88fb964-cf27-499f-b97a-c399a2c0b2a6 · outbound

This paper cites Limitations.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Limitations

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.445230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:8a966d58cdcfe829c5f2884e58a8d992706acfd73e0fb9f8c703780f58fe8db2

Observation 5376a7be-c6e6-470f-9eb2-8b1472fbdb1c · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.463068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:911382e12b4acfcf330c05b3ddecbea29c37d93b98a18aee046e1489afa8c7cc

Observation 086f7fd4-70ec-491c-b9fe-93dfe55b9f9d · outbound

This paper cites We also provide the code as supplementary material.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination We also provide the code as supplementary material

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.496930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:95901a5cb22eb149f947d60210c604ae0cab3dc8a16769319a0d3b0321ed0892

Observation c9bba329-1db0-4feb-b35b-b47b0f5f42a2 · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.421296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:70f83cb1f83599872b05e99f7281c53039e63c7ca634a3f80ef47335a6436c2a

Observation 28bf99f7-cb40-4b6a-ac60-b7a356cf5fab · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not include experiments

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.425161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:452e4665fcd987d7e20ac351782a50d9a7cf76b0b2c713b6bbf54b9afdc1fa5c

Observation bfca475a-e401-49e5-a0bc-a5cc544210bc · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not include experiments

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.433846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:1d586d6ac9c2aa051b8429c884ca42dd45a24c364ca8dff5798a66e8384ec972

Observation cfd0d0be-bee7-47c2-89f2-dcb73d68aa27 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not include experiments

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.402727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:922bbd73974e847bfe8ae0ea449acf037febc0e1c7a7b7206d967380eaa9149e

Observation d8f490b1-f1eb-4426-891b-838cab252f2c · outbound

This paper cites Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.406309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:b5c19fd812453786f8a8514b5db705505ac6a4cfe2a64c20cc939ad24f7b5107

Observation 781bfdd3-851c-4228-8607-c1ef17d863bf · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.414251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:44328d1132ee19d5c1a2ee4f0deef039583cc200cec2a855a30550d427a90268

Observation 18e8165c-66b1-4fa9-b406-bbcd152ea214 · outbound

This paper cites Guidelines: • The answer NA means that the paper poses no such risks.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper poses no such risks

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.429363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:66684caee324b149429eecab3e697d209779310d2e57dc9542fc46063c3d2fe2

Observation b92b467a-7d83-4ac1-85cd-ef538c17145b · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not use existing assets

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.500858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:1b242e43b2584b59ae1b9fd320d31cf2942d87d26d40fea295f05adf26e3ee2a

Observation 9869457a-6619-4de8-ab3d-10bf192a312a · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not release new assets

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.393390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:59564b64424be39c2d0ae8d60fd3ab4ffbf1b657593fa49a4a86e887c65b48eb

Observation a788895e-e0ce-4c0b-8fd5-ffb92e7824e9 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.386919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:a047f8baffae7bfb65281eb79ba69eb3a12032fd504369b848fd5b5bd4444599

Observation 60c09240-0a81-418b-a816-6344d33d942c · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.380368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:24081d10be11d106287a1aa0ca27be37638fbcc6c8fd4b57b0c422b1ea584ec1

Observation 69b915da-7ce2-406c-80ce-acb3d9dacf59 · outbound

This paper cites Answer: [Yes] Justification: The use of LLMs in implementing the method is described in the paper.

Closed-Loop Vision-Language Planning for Multi-Agent Coordination Answer: [Yes] Justification: The use of LLMs in implementing the method is described in the paper

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T04:07:32.376737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ac39ded341d50373ca50cd48920cd78a66b9c9650e9533b9eaa0d1cc1ca0a386

Pith citing papers

Observation bc8909b0-a6ca-421e-8c25-109d74fb7ee4 · inbound

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Closed-Loop Vision-Language Planning for Multi-Agent Coordination

Reference 281

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T03:08:58.169974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-15T03:07:38.232966Z digest=sha256:72a9f8c8b3ffe9a949578f922f6538648b1c002ffc967723e4e46f02dce05a3c

Observation 8eecdb12-3599-4f47-92e3-3c8d9b0f4663 · inbound

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Closed-Loop Vision-Language Planning for Multi-Agent Coordination

Reference 282

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T16:52:40.017321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-19T16:51:13.491389Z digest=sha256:783323b13688424327da3609da9e9eb0f0f5ceca7698560e0ffcc9e2c3d3189b

Observation 0576f503-603f-4e3f-8182-8163a01bb468 · inbound

Training Small LLMs as Spatial Multi-Agent Policies cites this paper.

Training Small LLMs as Spatial Multi-Agent Policies Closed-Loop Vision-Language Planning for Multi-Agent Coordination

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T00:17:18.726467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:17:18.726467Z digest=sha256:9904170ac5a7a2342c35a7a84adb1c5e0d0996a9738cbd57cecba464e7c737f8