Paper Citation Record · LEDGER

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

As of 14 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 5 inbound Pith citation observations for arXiv:2502.06060.

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

pith.paper-citation-record.v1
2502.06060 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:57:01.718096Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:00:53.877395Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T07:32:09.425973Z

Reference resolution

43 of 43 outbound references displayed

verified exact6
verified fuzzy5
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3a65100-2e0f-424c-889b-d3855b56bad2 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.572507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82269cb0-6c43-4206-b60e-bb0349a54d42 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-08T16:57:02.161295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d1411885-52ba-484b-9954-f2d1d1bc9662 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.581162Z

Source-reported events for the cited work

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Observation 803c69ef-361d-4977-b95c-e6f653a82a6c · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-08T16:57:02.062627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bb82cba9-8dc6-4512-afd3-3031fbd2d34a · outbound

This paper cites Ho, Thomas L.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Ho, Thomas L

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:57:02.447577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 94c093dc-24a3-4329-b144-fe9175949061 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.435082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a4a05442-3376-414f-8d4f-72ea7717feac · outbound

This paper cites Optimizing Robotic Manipulation with Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Optimizing Robotic Manipulation with Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:57:01.906110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e7b51152-717d-48c8-ab6f-73cf92841f4d · outbound

This paper cites Miller, Sasha Mitts, Adithya Renduchintala, Stephen Roller, Dirk Rowe, Weiyan Shi, Joe Spisak, Alexander Wei, David Wu, Hugh Zhang, and Markus Zijlstra.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Miller, Sasha Mitts, Adithya Renduchintala, Stephen Roller, Dirk Rowe, Weiyan Shi, Joe Spisak, Alexander Wei, David Wu, Hugh Zhang, and Markus Zijlstra

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.600162Z

Source-reported events for the cited work

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Observation 1ed4ef97-699d-4132-8d05-361ebe8bf570 · outbound

This paper cites Frank and Noah D.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Frank and Noah D

Reference 9

Resolution: verified exact; doi, observed 2026-08-08T16:57:01.770581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c59bec0d-5c7d-4c24-bccc-d42737c7cbe7 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5ebcad-1ce4-46a6-8f6a-8bd5b423d22a · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.416100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a762d21c-7fc4-418c-99c3-c0772f6901bd · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.613230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc7e3208-0a00-472b-894f-b98b816d5e20 · outbound

This paper cites Other- Play.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Other- Play

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:57:02.404647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2f7442a0-b8fe-4c37-bea2-a9a0ce36215e · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.393663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7d2303e-97d9-4ec2-946f-28fed295ec62 · outbound

This paper cites How Well Can a Long Sequence Model Model Long Sequences? Comparing Architechtural Inductive Biases on Long-Context Abilities.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning How Well Can a Long Sequence Model Model Long Sequences? Comparing Architechtural Inductive Biases on Long-Context Abilities

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:57:01.890742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c50d80ce-5814-4147-a54b-62d404ea2b00 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.381313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bdcd4efd-7c2d-42bf-aa95-eef8ab8a9cf4 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.368836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d1c974c-6301-415b-bae0-1b9c816eb016 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.357294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d78b4802-27a3-4b01-8284-ce04436d6d68 · outbound

This paper cites Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T16:57:01.874532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b9fab916-f919-4763-9ae0-5c910b4b35ac · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.345422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3635e34f-e469-49e2-8704-34332322c219 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.333846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f49ff4b5-ac22-446d-8833-4c97c287a483 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.321355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5f7ae03b-e11f-4eee-93b8-a7beb62a043e · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.308825Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2b224264-2c23-4853-b5f8-c2f8c8b868a4 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 24

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Source-reported events for the cited work

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Observation 3995a771-aa8a-4de3-81db-cc6c6b24386f · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.297187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a42f230c-1963-4977-9d4d-f9e96780ac98 · outbound

This paper cites Learning to communicate about shared procedural abstractions.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Learning to communicate about shared procedural abstractions

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:57:01.858399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2661ece3-9c85-4199-9481-737b0e06edeb · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.285251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2fa00c6e-339e-46ec-8bd5-6bd3832d717e · outbound

This paper cites Training language models to follow instructions with human feedback.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Training language models to follow instructions with human feedback

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b0df138-354e-4b88-984c-e67ba61d28ff · outbound

This paper cites O’Brien, Carrie J.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning O’Brien, Carrie J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:57:02.273508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6edb8572-601d-4e33-a15a-ab35cc3a17dd · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.673484Z

Source-reported events for the cited work

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Observation 5e912628-25be-47fa-a17c-6dcebc2e7e29 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.254440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 493521fc-d916-4604-ba17-648c2501faa0 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d97236c-f11e-449b-a795-6bae400c00d6 · outbound

This paper cites Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.687133Z

Source-reported events for the cited work

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Observation 5d064cd7-dda9-4876-b173-ef880458fcdb · outbound

This paper cites GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.690429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19451257-c0e9-4641-92d3-31179d4a4e02 · outbound

This paper cites Attention Is All You Need.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Attention Is All You Need

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T16:57:01.694241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a32063cf-a45b-4d49-b935-53e29b1ad566 · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:57:02.235261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8d5c4cb-100f-4c6b-be19-372bff2584bb · outbound

This paper cites an unresolved cited work.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a85906f-9f91-4430-a8e7-fd65d033e350 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 38

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Source-reported events for the cited work

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Observation d3543e8b-a77b-4390-bea8-73c7e09aeff4 · outbound

This paper cites Self-Rewarding Language Models.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Self-Rewarding Language Models

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c0458b4-6fb2-4a7d-b06f-00ede8fca473 · outbound

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Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning wait” in a room until something changes in the environment, or “go

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:57:02.185947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7f886fcd-e415-4c2d-8fdb-38584b05a71a · outbound

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Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Unresolved cited work

Reference 56

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation baddf2b3-91c9-4f54-8480-39f1a8382b7b · outbound

This paper cites Proximal Policy Optimization Algorithms.

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 2017

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d16c14f6-979f-4cee-8499-8609add9293b · outbound

This paper cites In Advances in Neural Information Processing Systems (NeurIPS).

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning In Advances in Neural Information Processing Systems (NeurIPS)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:57:02.211287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 6f4b43c0-30b2-4d6a-aa41-a68e9ba6cd59 · inbound

AI Agent Behavioral Science cites this paper.

AI Agent Behavioral Science Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Reference 128

Resolution: unresolved; no resolver link, observed 2026-08-07T11:00:53.877395Z

Source-reported events for the cited work

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Observation 6ed57130-317f-43e1-add1-ca4c61bd1a67 · inbound

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models cites this paper.

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Reference 61

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deb9a075-edd8-439d-a3ea-2abfb0e03a88 · inbound

Bayesian Social Deduction with Graph-Informed Language Models cites this paper.

Bayesian Social Deduction with Graph-Informed Language Models Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:32:09.427999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb4baca6-46fd-4e13-ba7d-a435926ffbd3 · inbound

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic cites this paper.

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:50:49.345480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5d7dd24d-003d-4756-b280-7027d65ebcb3 · inbound

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic cites this paper.

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.