Paper Citation Record · LEDGER

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning

As of 15 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.15700.

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

pith.paper-citation-record.v1
2412.15700 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:14:59.494765Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy1
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45ebdb62-6eb4-4ae1-8599-303d8ae87853 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.375155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2cf7af4-101d-4871-92f9-7841bc7730d5 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.379950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2f302e-11ab-4ca6-91af-46deb02b20a1 · outbound

This paper cites G.; Chen, Y.; Du, Y.; Yang, L.; Knoll, A.; and Yang, Y.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning G.; Chen, Y.; Du, Y.; Yang, L.; Knoll, A.; and Yang, Y

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.383353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7779417f-2c4d-4b29-91a2-8c8582ee630f · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.818410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f65fac78-4610-4875-9c89-e8fa371e1854 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.396669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43533506-2473-480d-8d98-dccc59c9c300 · outbound

This paper cites Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.400793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a9df55-cf37-4c79-8144-279ed5d0f7e2 · outbound

This paper cites Google Research Football: A Novel Reinforcement Learning Environment.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Google Research Football: A Novel Reinforcement Learning Environment

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.405063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aec2b65-3fa5-494a-a981-f856ac01f2c5 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.801651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4d6701d7-5f58-40d7-9a76-b054db35c54b · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.791119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 796e1ed9-ced2-4850-8104-7ecc2aa29c5b · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.780393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 21fe9080-0b51-4b20-b096-55d1ba5d53e5 · outbound

This paper cites A.; and Amato, C.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning A.; and Amato, C

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:14:59.769008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dc5c2f40-7654-4c54-bf6f-50c7b4cd3651 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.759528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fda3fa35-3969-4885-9fee-e61e5a6a37a0 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.748850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 956ff34e-f12e-4044-80d8-dc3ea57490fe · outbound

This paper cites The StarCraft Multi-Agent Challenge.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.427066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1014bb-273f-4536-bf75-65b494999dff · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.738711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 95a3d57c-46a8-48ad-9979-670e4d6836e4 · outbound

This paper cites QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.433208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c303aec-9ab5-47d7-ad76-59622c05fe81 · outbound

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

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Value-Decomposition Networks For Cooperative Multi-Agent Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.436239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9adacff-ff63-4287-ad9b-722c4b5a06e3 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.727807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a092f789-9744-47e1-9a28-aa96db1fcd09 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.444864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58a23ccb-54ea-4f2f-b0c7-8515b5737691 · outbound

This paper cites QPLEX: Duplex Dueling Multi-Agent Q-Learning.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning QPLEX: Duplex Dueling Multi-Agent Q-Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.448824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e265578b-2aac-445a-995a-e2574dbe11de · outbound

This paper cites ROMA: Multi-Agent Reinforcement Learning with Emergent Roles.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning ROMA: Multi-Agent Reinforcement Learning with Emergent Roles

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.452971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a922569-6899-4e2e-be1d-820facf6402f · outbound

This paper cites RODE: Learning Roles to Decompose Multi-Agent Tasks.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning RODE: Learning Roles to Decompose Multi-Agent Tasks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.456824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb3de1c-f422-49e1-b97a-23bbc550d9fa · outbound

This paper cites Influence-Based Multi-Agent Exploration.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Influence-Based Multi-Agent Exploration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.460409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f882ca6f-81df-46d9-a59f-193947e7f465 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.709686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7c632d3f-c68f-429a-b0a0-7035591970fe · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.697953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ec04d240-d3af-4239-b0b1-79148c61fe2b · outbound

This paper cites Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.471488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0c5835-3987-46cb-a735-46aee6559c53 · outbound

This paper cites Self-Motivated Multi-Agent Exploration.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Self-Motivated Multi-Agent Exploration

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.474790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c844fda-98bb-4c8b-87f0-6861aa8cdc38 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.688433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ef55590c-6df0-489f-b330-372acab24f10 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.672226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ebd08c43-fc44-472c-a411-44fbcd2faf19 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.661083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 600c3a53-3d30-487f-9d68-4876f5af9986 · outbound

This paper cites an unresolved cited work.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:14:59.651083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dbae4c3e-fc19-4be3-8809-4f4c1d2ea49e · outbound

This paper cites , " * write output.state after.block = add.period write newline.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning , " * write output.state after.block = add.period write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.491172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05d1f548-88cd-47b2-8e74-b3a8cd1018ff · outbound

This paper cites write newline.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:14:59.494765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.