Paper Citation Record · LEDGER

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning

As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2508.02421.

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

pith.paper-citation-record.v1
2508.02421 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:42:13.190746Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

45 of 45 outbound references displayed

verified exact15
verified fuzzy11
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8bcdf55-0c65-4fc6-af23-f95c1180b5c1 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:42:14.247566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8a37c686-b6dc-4eb3-954b-0ad23b4f6c6d · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:12.998983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97690981-1003-4aa6-8dde-1bfc05b89c02 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-15T17:42:13.293463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eecb9cd1-1926-4641-9a5b-eb2ce72fbb96 · outbound

This paper cites Multiagent Value Iteration Algorithms in Dynamic Programming and Reinforcement Learning.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Multiagent Value Iteration Algorithms in Dynamic Programming and Reinforcement Learning

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.947636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37561c8a-a33a-4ddd-ab1c-11244ccca91d · outbound

This paper cites Learning to Mitigate AI Collusion on Economic Platforms.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Learning to Mitigate AI Collusion on Economic Platforms

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.927830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2576e760-5ebc-4411-9112-e8dabb32f97f · outbound

This paper cites Be a Leader or Become a Follower: The Strategy to Commit to with Multiple Leaders (Extended Version).

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Be a Leader or Become a Follower: The Strategy to Commit to with Multiple Leaders (Extended Version)

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.908822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5de88969-6935-4cd1-8deb-bfb42c59cbda · outbound

This paper cites Conitzer and T.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Conitzer and T

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.233899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9dab0421-8ea3-46e6-aedf-18620cdd6dc3 · outbound

This paper cites Complexity of Mechanism Design.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Complexity of Mechanism Design

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.888589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0fc6d31d-8681-48d3-8147-28d582925c69 · outbound

This paper cites Open Problems in Cooperative AI.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Open Problems in Cooperative AI

Reference 9

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Source-reported events for the cited work

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Observation 7b9bfc66-dd3e-439c-8bc0-c9171195d9c0 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-15T17:42:13.279288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88518644-2a66-4f00-becf-608e5a4b2f59 · outbound

This paper cites Optimal Auctions through Deep Learning: Advances in Differentiable Economics.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Optimal Auctions through Deep Learning: Advances in Differentiable Economics

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.853245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fafe2c6f-e9a0-4f9b-8f23-692e6f0ce600 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:42:14.220338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ed4a742-d139-4e1a-af07-a51306d75706 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:42:14.206455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d3fbbbe2-d168-4088-b995-3de58a23400f · outbound

This paper cites Learning with Opponent-Learning Awareness.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Learning with Opponent-Learning Awareness

Reference 14

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Source-reported events for the cited work

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Observation 4390d5e5-a8d9-4cb5-bf91-860c6b0b3cfe · outbound

This paper cites Gerstgrasser and D.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Gerstgrasser and D

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.192717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a8a1f19-a603-4086-acbb-0a74959d973e · outbound

This paper cites Gong and Y.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Gong and Y

Reference 16

Resolution: verified exact; doi, observed 2026-08-15T17:42:13.265269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e311b98c-af91-4073-b790-2129c24a125b · outbound

This paper cites Guo and I.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Guo and I

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df670f21-2817-483d-bbd3-1267fb9ae1c0 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.074809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9d64929-0e72-45cf-9f69-5ffbba4e4efe · outbound

This paper cites Hauert and H.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Hauert and H

Reference 19

Resolution: verified exact; raw_fallback, observed 2026-08-15T17:42:13.678588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19f207d7-ba2c-45aa-9ea5-45a5f8e827cf · outbound

This paper cites Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d3501c0-7b47-4a34-96be-3169030af40c · outbound

This paper cites Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.586353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d27b17bc-fe7c-4d01-84ae-3aaf6634d199 · outbound

This paper cites Ivanov, I.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Ivanov, I

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.178696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 85d40f04-e129-4c6e-abd1-f999275ec27d · outbound

This paper cites Principal-Agent Reinforcement Learning: Orchestrating AI Agents with Contracts.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Principal-Agent Reinforcement Learning: Orchestrating AI Agents with Contracts

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.095848Z

Source-reported events for the cited work

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Observation 9525109d-5fd0-49cd-8ef2-2e119e323bbb · outbound

This paper cites Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.100132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5083b6e-86c9-4052-9fc6-d8297f11fb80 · outbound

This paper cites Jiang and Z.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Jiang and Z

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.164854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d9ec326-15cc-4c03-a606-04172e927a87 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:42:14.149918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 880046a5-2c05-43ba-923a-2c1dc0c3e37e · outbound

This paper cites Kiekintveld, M.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Kiekintveld, M

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.133813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 620bb578-906a-45c2-be08-d00f93418bc9 · outbound

This paper cites Multi-agent Reinforcement Learning in Sequential Social Dilemmas.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Multi-agent Reinforcement Learning in Sequential Social Dilemmas

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.117084Z

Source-reported events for the cited work

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Observation 95b6b47d-5afe-41c7-b477-3f35a8c8c6e3 · outbound

This paper cites Lupu and D.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Lupu and D

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.119457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6805da9b-b366-4691-867e-690bfb5810e4 · outbound

This paper cites Mandal and J.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Mandal and J

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.105715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f1d66e0-9d5d-4a02-a824-d1870eee223c · outbound

This paper cites Monderer and M.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Monderer and M

Reference 31

Resolution: verified exact; doi, observed 2026-08-15T17:42:13.250500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 480b64ae-4394-48f1-b4a0-1e37a3cddee7 · outbound

This paper cites K-Implementation.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning K-Implementation

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.521389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9d9a130-1365-41ff-be9d-ef09b45c0afd · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 33

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Source-reported events for the cited work

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Observation 3a1d3da6-cc0e-47cb-aa49-604fb1728bab · outbound

This paper cites Independent Learning in Stochastic Games.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Independent Learning in Stochastic Games

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.142981Z

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Observation e22ad464-1808-4d09-bc4b-e25412c5ab1a · outbound

This paper cites Paruchuri, J.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Paruchuri, J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.091492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a6e77a0-3e79-42fa-b292-72663aa0b631 · outbound

This paper cites Rubenstein and J.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Rubenstein and J

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.077022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e03aa681-e8f5-4bd1-a682-e29b74c11fc6 · outbound

This paper cites M$^3$RL: Mind-aware Multi-agent Management Reinforcement Learning.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning M$^3$RL: Mind-aware Multi-agent Management Reinforcement Learning

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.363537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 687c683b-d98d-4db5-a7c9-41327be0028a · outbound

This paper cites MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.160083Z

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Observation 4e3c76a2-23bc-4176-9d61-b7194505f2f9 · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.164634Z

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Unavailable: canonical work link unavailable.

Observation 7ea0a84a-9323-4e2c-b15b-466dd0826f12 · outbound

This paper cites Szepesvari.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Szepesvari

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.052776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f96407bd-eeaa-418a-ab04-6dfbe1647fbf · outbound

This paper cites Deep Contract Design via Discontinuous Networks.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Deep Contract Design via Discontinuous Networks

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:42:13.329404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7e84a4ab-2024-4697-b4b0-87eab8327461 · outbound

This paper cites yan Nie, M.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning yan Nie, M

Reference 42

Resolution: verified exact; doi, observed 2026-08-15T17:42:13.236074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9c73b141-4fdb-499b-88be-0cc8f6cd1afb · outbound

This paper cites Zimmer, C.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Zimmer, C

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:42:14.038447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e8b7a0c-42fd-4922-a80d-7413964a27d5 · outbound

This paper cites Who Leads and Who Follows in Strategic Classification?.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Who Leads and Who Follows in Strategic Classification?

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.186314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e8954b-0731-4cec-8033-7c3ea9b911be · outbound

This paper cites an unresolved cited work.

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T17:42:13.190746Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.