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Paper Citation Record · LEDGER

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

As of 6 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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:0802216779e70728266b1ebd32682fd51a151e478e727c78182042f408e25df6

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:c8b88e4a3ba35f8383dc188290286294f9bb384919c993f01f3cac722616c98b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:daae88e878887295859585d6083a72934e3d63f2158829fcfaada435e5a52869

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:3423013e1d6cf89161fbccd7db0e5b7bcbab7b95dda9ed6fd91372436b86795a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:8abd463addfce6ecbfe86d962e748ee7a245870c921e71e4334357bf60791572

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:5b3f7e4594e5ac1eb3bcef1236a784b56007755b6965675cdea205223b1c42fd

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:441cc974d035feee9c6b18cde0cf3ccea4f6625dd1bbac3927da1ab8b0c96e35

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:08e307e335a3627300aab975dc6c78d041aa0719e3204b019594b97f76d27f38

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:64bf4f7dbf5b4d79759d9d1eb20bdac51c9b563048bfe0f5f94a925b6cad59d3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:e6612235916c90316b40583fc07c5d458553a02c04b446dbb487af048f3be6ef

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:3dcffe2dc4b89149940820ebd1f28d3ea934599721ccec080a6f24cc38352d13

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:9400f65e7c496758181679f9e493ec90fcfdc114731b2f4e76e4427ac9c0545a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:06d79b4e4fb31e9684a2691184be91e523d1cdcfa475d79c2ea7820b451be972

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:dd8d4599bde4ce5db493aee5de99fa9035d000a064bf67b5a79955b823641c50

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:42d14dccbd1b72acbe5fdd607d3c739d51314df34bcd6a7c2236a5d9ad1e0ff6

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:886479ad910920c3336685940df5cd3515397ae16c5fba8486f3c0a35fe71f19

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:fc07b8a33509573d0890fd7eb2a157b0a037630a346e191689dd1f8ec31a5c05

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:fd138dd357bb02ba8970695d35f97cebf70e587fc960ace5d12bed3da58fb106

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:99ce973a2bb94eb851b6e2c7c0212027cf1616f27b55ceeea321c1918d66c753

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:46ce4d8fa714ea9317bff93dde58030ee85e87e32c48802153a3b05d6399b647

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ba8d9071810482b8b069589456d777b9412d1b94a679058a07ddbaa37ce9a540

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:b5a1a4b0cb395c2daa80248f510ff4c7d7ed395ea9ed1d553e20580c43018da0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:6b67a7dc286e87910cb6f72f170e7ddee410a8bc67fa524e4f3d975a1c7ad778

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:14db124b1d696bfcc1a84eb441da47ba033e6117e0718eb1740b8077b4f4be39

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:b0724521b4d5864f3a7000d9884725bdef6ec50264431fe7e9061f4335efead0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:42f5bab197fec063a12cdf9e4fc4b615fc106d87c1ce1fba2de24ca81af9a0fd

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:63d1cb174289389d6ee21777fd8f55235b18a503c736927094b64b759c747005

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:fef01559c0b4cc509e3e45a08c5597b24bcefd8919749cee956f4fec228c89cb

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:40244a710924aa906d83d3891d40d279942229124489c84c95920b81d02055d1

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:a3b2e88afe8a3a5c3ba81ac24a6d1f96fe12f7c76bef5eb7ff6d515f0bcfb70b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:b8c3459d802d766121d8aade93ff4127e7b97c8dae4405f9346b0381e1dc7d40

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:f7b1181dba901f0540992b8a27489cf6d7c729ce4f49b22c3fb09a109dbe5b44

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:678d89bda01a2b9ad371dddf8234094fcedd4fadfd02b821a725d569999f9013

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:d46813732ca1d9f51fdc8f62dd464a7c61532edd7bbca8b86de827dcb25079e7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:737eab492f1ff9fe24ba158f989eb4f8f4c272d18d0d0746468942e814b92331

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:8d8a3305be2a80245e013161626d08f014a74a9161f94ecb633b73533e95fe0a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:ec3d739f69938880cb0aa1418ae498a798555c06605dbfb781496808829c5ed7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:632f83c78e82bcbec674acac5d76eda2cb84979ec92fdfbdc274adc88c7a07b2

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:4f493678b8aa83d6af70414219f445dbf17171b06cd7a458a1c6d58445af0a07

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:a10b899d5b5bd6b3f71a637c3160e52a3dff03dbc240ea329176d9b0974457fe

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:643c61117d91f3add52315060855a17e92302c883d82f162c1b3a3a84a6b05bf

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:7efccb49bb1c6a91103a552f51d19f8f0d8482dce9bd0d64edd833126c1a83f1

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:4d9418cc1e01465660e1c7ca2c5cbf067df8e946ad905d8e8a699e53de3437e3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:375a0e52b6257630d2634c0d6fa7923f5d2d8e52e85eb16ff75e4a40323132cf

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:37c2f5241cc5d69275e555d6318007e04c661ca16eaa3347b14c7246b2990033

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:27bb7c08ce357c771c3743aa933e431a9c2a39b3514ad24a3821cb14f52f41a4

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:75531e686199c0f2c1fee613e8bcea6f77ea6bbf7d4173bdd2acd7524f94ffc0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:3b7760fc51af006f8d37cde467c4925d48c9c4da883e8d92c599a2954636ae23

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:81c07f3a8a45da068941ecfaa9a37db75e6a2ae06250419b80cb1663c6ff981c

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:6dd20f44c44f7d59d16658591d7fd846ab4a849db5af86ab70fbeeddcc602428

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:4ed4325c26d836d548f4f27e74cbeef3baf68a850cdda3119d6c9ec6ba79132a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:f950db65a7fb42a4edb1671bdf6bc284696115658aee858ac9eac5af3ef802bf

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:72f31202f75828d7008d31600fd768af51e7002249e2655199985099cfac0e11

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:7423fb72ea4f7597405b2b05a04ad835ed2203fbde794da5cc79a5b826cd77ff

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:cc863b17ce2cc475e257d9d4a0e88a646ff9dfeecd14a619e0ec9723cba81818

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:a5101b3d50c9f3cfd84e5d95006b34807e28b98bd932e065a83c9961285fbf47

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:95053b3301d981a8c3d16564313b7933e7ce8623503cbc342a6c6b8418ccf21b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:cbcbf8449af2f25411d7a9a3e4a0a23b21108ec8d0761cd77de024ddc26a9b79

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T03:09:26.256999Z digest=sha256:f4ee5e8ace315ddc609c8b1449f3390325d11cdd4211680bc7a306c7a6aa3e41

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 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-15T03:07:38.232966Z digest=sha256:5f3cc6b5eb1e550e9db340da53e2d9c408c7ddee4f46b40729c3354e6dbf120d

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 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-19T16:51:13.491389Z digest=sha256:0c83f9e9295acbdb22c056028896f92b98acb64ec832dec40a84b28fedcecd92

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=sha256:4903045b41d5e14c087a7728b60940a238845f50f0afe0be0227520654eec599