Paper Citation Record · LEDGER

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander

As of 9 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.11079.

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

pith.paper-citation-record.v1
2507.11079 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:21:33.116326Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact4
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier4
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19c2ddab-21dd-477a-b249-7942e8a36ce2 · outbound

This paper cites IEEE Trans.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander IEEE Trans

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:32.980734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 838de8ce-370d-4406-9f31-53abb34796ee · outbound

This paper cites IEEE Trans.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander IEEE Trans

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-06T17:21:32.986536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3209b23c-7e5b-48f5-a41d-802e56143071 · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:32.991564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53c7ea0-a9de-4e38-a47d-ecc15a71d214 · outbound

This paper cites Ocean Eng.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Ocean Eng

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:32.997391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb93dcba-0202-4756-b8e7-c5b1656911eb · outbound

This paper cites IEEE Trans.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander IEEE Trans

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.003465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4713c21-5369-49c0-bc43-4d5d6f95faa0 · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-06T17:21:33.274744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3e17950-62ba-4550-b4fa-a3e42aed8b72 · outbound

This paper cites IEEE Robot.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander IEEE Robot

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T17:21:33.947105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f7768992-fd6c-4743-a08b-be10303762b8 · outbound

This paper cites Robot World Cup15570, 176–188 (2025) https://doi.org/10.1007/ 978-3-031-85859-8 15.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Robot World Cup15570, 176–188 (2025) https://doi.org/10.1007/ 978-3-031-85859-8 15

Reference 8

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T17:21:34.359794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3991eab8-3c14-40a0-80d3-14846fa18211 · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-06T17:21:33.025176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626e4398-55ee-41b8-8543-43fc865a0355 · outbound

This paper cites Science 378(6624), 1067–1074 (2022) https://doi.org/10.1126/science.ade9097.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Science 378(6624), 1067–1074 (2022) https://doi.org/10.1126/science.ade9097

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.029770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c0e8a84-d2b1-4eca-b1d6-ec889360d70e · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.034778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63e960c4-a4fa-497a-ae8a-e2f8eca0576e · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:21:34.343543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7984b554-06b8-4987-b7aa-762191bb1d5b · outbound

This paper cites Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.045024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d59366-c345-477c-8eed-f3289967e155 · outbound

This paper cites J Intell Robot Syst 109(4), 91 (2023) https: //doi.org/10.1007/s10846-023-01991-3.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander J Intell Robot Syst 109(4), 91 (2023) https: //doi.org/10.1007/s10846-023-01991-3

Reference 14

Resolution: verified exact; doi, observed 2026-08-06T17:21:33.212967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e06af93a-6991-4eb8-89e8-1b94bdc24d53 · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:21:34.327046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb9e6db0-968e-4180-9b87-6c120a1e0423 · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-06T17:21:33.769542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdea2894-578c-4cde-9453-34ad82012a53 · outbound

This paper cites ACM Comput.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander ACM Comput

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.065771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02eda68a-904a-4b08-9166-7f11fe53985c · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:21:34.311244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76a98217-c837-4ef2-82eb-02cd60cebfc8 · outbound

This paper cites J Intell Robot Syst 109(4), 76 (2023) https://doi.org/10.1007/ s10846-023-02011-0.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander J Intell Robot Syst 109(4), 76 (2023) https://doi.org/10.1007/ s10846-023-02011-0

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T17:21:34.295120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 316af61f-f670-4043-b458-b79f155c0635 · outbound

This paper cites Neurocomputing 580, 127505 (2024) 16 https://doi.org/10.1016/j.neucom.2024.127505.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Neurocomputing 580, 127505 (2024) 16 https://doi.org/10.1016/j.neucom.2024.127505

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T17:21:33.666031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db45f321-6941-4e5c-9439-c0c9c1d3afd8 · outbound

This paper cites ACM Trans.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander ACM Trans

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.087589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69025170-5c46-4dc3-884a-7cd7295dae5a · outbound

This paper cites an unresolved cited work.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.092887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa92240c-f539-4f0a-ad13-f1dc8f7a48e3 · outbound

This paper cites J Intell Robot Syst 110(3), 123 (2024) https://doi.org/10.1007/s10846-024-02159-3.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander J Intell Robot Syst 110(3), 123 (2024) https://doi.org/10.1007/s10846-024-02159-3

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.099442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c06d95c0-c4ce-43e1-8c61-fba49c32fae7 · outbound

This paper cites IEEE Robot.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander IEEE Robot

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:33.104090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82216ed8-c3d2-409b-be08-6d2b8235cc07 · outbound

This paper cites cat- shaped mug.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander cat- shaped mug

Reference 25

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T17:21:33.405691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f440bf4-020c-4d72-af0f-f539727cf399 · outbound

This paper cites J Intell Robot Syst 107(4), 56 (2023) https: //doi.org/10.1007/s10846-023-01856-9 17.

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander J Intell Robot Syst 107(4), 56 (2023) https: //doi.org/10.1007/s10846-023-01856-9 17

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T17:21:33.154242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.