Paper Citation Record · LEDGER

A MARL-based Approach for Easing MAS Organization Engineering

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2506.05437.

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

pith.paper-citation-record.v1
2506.05437 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:37:26.970095Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

24 of 24 outbound references displayed

verified exact6
verified fuzzy10
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d753c515-8363-43b8-9173-0b504e22fa2b · outbound

This paper cites al.: DEC-MDP/POMDP, chap.

A MARL-based Approach for Easing MAS Organization Engineering al.: DEC-MDP/POMDP, chap

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T10:37:27.091965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fcb96dc1-1029-4ec8-9a9c-10030c360ddc · outbound

This paper cites an unresolved cited work.

A MARL-based Approach for Easing MAS Organization Engineering Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:37:27.457463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56ca97ce-e2f5-4f19-8e80-4ee0e2a8c86a · outbound

This paper cites al.: The surprising effectiveness of ppo in cooperative, multi-agent games (2022).

A MARL-based Approach for Easing MAS Organization Engineering al.: The surprising effectiveness of ppo in cooperative, multi-agent games (2022)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.443736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1795182e-531d-4600-8a2c-5bdfbd9118f8 · outbound

This paper cites In: Agent-Oriented Software Engineering IV.

A MARL-based Approach for Easing MAS Organization Engineering In: Agent-Oriented Software Engineering IV

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.429883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d839ab3-7c2c-433d-b8ef-222e83b06433 · outbound

This paper cites an unresolved cited work.

A MARL-based Approach for Easing MAS Organization Engineering Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:37:27.416119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1a8a6a96-2973-4fbb-b744-971e5a3c58ed · outbound

This paper cites Invariable generation and the Houghton groups.

A MARL-based Approach for Easing MAS Organization Engineering Invariable generation and the Houghton groups

Reference 6

Resolution: malformed identifier; local_arxiv, observed 2026-08-07T10:37:27.262127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e2184d0-989c-49a7-94b6-f57d8fc1c20a · outbound

This paper cites an unresolved cited work.

A MARL-based Approach for Easing MAS Organization Engineering Unresolved cited work

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:37:27.241675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 17d98daf-9d76-4a81-a5b0-b09c230492df · outbound

This paper cites In: 2020 Int.

A MARL-based Approach for Easing MAS Organization Engineering In: 2020 Int

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:37:26.907820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83e5d6a7-8cf2-471e-a53e-0bd4330a5dbf · outbound

This paper cites an unresolved cited work.

A MARL-based Approach for Easing MAS Organization Engineering Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:37:27.402539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0eb076d-dca0-4214-b87a-c973b2bce601 · outbound

This paper cites an unresolved cited work.

A MARL-based Approach for Easing MAS Organization Engineering Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:37:27.388353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 574ea8d2-efd6-4717-a939-48b934f56b47 · outbound

This paper cites al.: A multi agent system architecture to implement collabo- rative learning for social industrial assets.

A MARL-based Approach for Easing MAS Organization Engineering al.: A multi agent system architecture to implement collabo- rative learning for social industrial assets

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T10:37:27.063142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1dc07c5-c135-435c-a0ba-80e9703f46dd · outbound

This paper cites al.: Multi-agent actor-critic for mixed cooperative-competitive en- vironments.

A MARL-based Approach for Easing MAS Organization Engineering al.: Multi-agent actor-critic for mixed cooperative-competitive en- vironments

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.373879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d32a54a7-d854-487e-9e55-bed76bdd98d4 · outbound

This paper cites In: Núñez, M., Nguyen, N.T., Camacho, D., Trawiński, B.

A MARL-based Approach for Easing MAS Organization Engineering In: Núñez, M., Nguyen, N.T., Camacho, D., Trawiński, B

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.359831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 880b6916-7845-4920-a506-105692c40263 · outbound

This paper cites Springer Briefs in Intelligent Systems, Springer (2016).https://doi.org/10.100 7/978-3-319-28929-8, https://doi.org/10.1007/978-3-319-28929-8.

A MARL-based Approach for Easing MAS Organization Engineering Springer Briefs in Intelligent Systems, Springer (2016).https://doi.org/10.100 7/978-3-319-28929-8, https://doi.org/10.1007/978-3-319-28929-8

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f599a10-eadf-483f-86c1-a7432d0439cf · outbound

This paper cites In: Journées Francophones sur les Systèmes Multi-Agents (JFSMA’09).

A MARL-based Approach for Easing MAS Organization Engineering In: Journées Francophones sur les Systèmes Multi-Agents (JFSMA’09)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.346140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69384677-e5a1-4c45-99bc-1fd1002b4eb8 · outbound

This paper cites In: Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future.

A MARL-based Approach for Easing MAS Organization Engineering In: Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.332165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de8497e3-4b55-4b6f-a4f4-c1a221df6b8c · outbound

This paper cites In: AIAA AVIATION 2021 FORUM.

A MARL-based Approach for Easing MAS Organization Engineering In: AIAA AVIATION 2021 FORUM

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.317567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b056a451-37bf-4d82-8c88-1fe7b1c28171 · outbound

This paper cites https://doi.org/10.1007/s10458-007-9023-8 , https://doi.org/10.1007/s1 0458-007-9023-8.

A MARL-based Approach for Easing MAS Organization Engineering https://doi.org/10.1007/s10458-007-9023-8 , https://doi.org/10.1007/s1 0458-007-9023-8

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T10:37:27.036968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 808d1cb2-a5e9-4781-a2f7-33f5e17761c1 · outbound

This paper cites al.: Pettingzoo: Gym for multi-agent reinforcement learning.

A MARL-based Approach for Easing MAS Organization Engineering al.: Pettingzoo: Gym for multi-agent reinforcement learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.303275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5834ce9-6463-4322-823e-e4a6c9f09441 · outbound

This paper cites al.: Roma: Multi-agent reinforcement learning with emergent roles (2020).

A MARL-based Approach for Easing MAS Organization Engineering al.: Roma: Multi-agent reinforcement learning with emergent roles (2020)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.289540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 022ee004-e9a1-408f-a9e6-aae996342ee3 · outbound

This paper cites Pro- cedia Computer Science 1(1), 2217–2226 (2010).

A MARL-based Approach for Easing MAS Organization Engineering Pro- cedia Computer Science 1(1), 2217–2226 (2010)

Reference 21

Resolution: verified exact; doi, observed 2026-08-07T10:37:27.022714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14e5d3ae-4d59-49cd-afc3-1186371a7409 · outbound

This paper cites al.: The gaia methodology for agent-oriented analysis and design.

A MARL-based Approach for Easing MAS Organization Engineering al.: The gaia methodology for agent-oriented analysis and design

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:37:27.276229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 980314b4-371c-4251-a1ef-e8376bf19670 · outbound

This paper cites al.: Magent: A many-agent reinforcement learning platform for artificial collective intelligence.

A MARL-based Approach for Easing MAS Organization Engineering al.: Magent: A many-agent reinforcement learning platform for artificial collective intelligence

Reference 23

Resolution: verified exact; doi, observed 2026-08-07T10:37:27.007539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00b4bdc5-d6ac-4d9d-9f1f-8032d56c5b6b · outbound

This paper cites an unresolved cited work.

A MARL-based Approach for Easing MAS Organization Engineering Unresolved cited work

Reference 172

Resolution: verified exact; doi, observed 2026-08-07T10:37:27.078027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.