MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs | Paper Citation Record

Observation 351274df-e0b7-4f92-a198-9a81a2dcb098 · outbound

This paper cites Does the chimpanzee have a theory of mind?Behavioral and brain sciences, 1(4):515–526, 1978.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Does the chimpanzee have a theory of mind?Behavioral and brain sciences, 1(4):515–526, 1978

Reference 1

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Observation 2c7cdacb-ec2a-40eb-a818-b7ef9bc8b574 · outbound

This paper cites Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.213072Z

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Observation 4ea8a0ce-c108-417f-bb3c-431d8ea281b9 · outbound

This paper cites Weisz, and Murray Campbell.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Weisz, and Murray Campbell

Reference 3

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Observation 4ca0b38b-517b-4b49-aafd-09c78b9c1eba · outbound

This paper cites Fantom: A benchmark for stress-testing machine theory of mind in interactions.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Fantom: A benchmark for stress-testing machine theory of mind in interactions

Reference 4

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MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 5

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Observation 85e4bf93-ef97-4c69-9fd3-fb1555ad3115 · outbound

This paper cites Large language models miss the multi-agent mark.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Large language models miss the multi-agent mark

Reference 6

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This paper cites Theory of mind for multi-agent collaboration via large language models.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Theory of mind for multi-agent collaboration via large language models

Reference 7

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This paper cites doi: 10.18653/v1/2023.emnlp-main.13.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs doi: 10.18653/v1/2023.emnlp-main.13

Reference 8

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Observation e1d2defc-3b7b-4ab8-88a3-d6a698ea3672 · outbound

This paper cites Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.205074Z

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Observation d1d03d25-b0fd-4d70-9f0c-e99262169b33 · outbound

This paper cites Playing repeated games with large language models.Nature Human Behaviour, 9(7):1380–1390, 2025.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Playing repeated games with large language models.Nature Human Behaviour, 9(7):1380–1390, 2025

Reference 10

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Observation cb5202f0-d7ec-4fae-b9ff-6d58f9651a63 · outbound

This paper cites lmgame-Bench: How Good are LLMs at Playing Games?.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs lmgame-Bench: How Good are LLMs at Playing Games?

Reference 11

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Observation 5e027425-9616-4ff7-b2d6-8a615cac417a · outbound

This paper cites Game Theory Meets Large Language Models: A Systematic Survey with Taxonomy and New Frontiers.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Game Theory Meets Large Language Models: A Systematic Survey with Taxonomy and New Frontiers

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.199308Z

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Observation 447c10ce-a351-483a-8289-8d0a61be2720 · outbound

This paper cites Autonomous agents modelling other agents: A compre- hensive survey and open problems.Artificial Intelligence, 258:66–95, 2018.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Autonomous agents modelling other agents: A compre- hensive survey and open problems.Artificial Intelligence, 258:66–95, 2018

Reference 13

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This paper cites PhD thesis, Carnegie Mellon University, 2025.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs PhD thesis, Carnegie Mellon University, 2025

Reference 14

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Observation 978edb85-cd3c-4d13-a8ac-6c526fa729d3 · outbound

This paper cites Multiagentbench: Evaluating the collaboration and competition of llm agents.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Multiagentbench: Evaluating the collaboration and competition of llm agents

Reference 15

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Observation cdcd3381-0e88-4884-8ca0-8a339329c3bb · outbound

This paper cites Beyond survival: Evaluating llms in social deduction games with human- aligned strategies.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Beyond survival: Evaluating llms in social deduction games with human- aligned strategies

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.238595Z

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Observation 5082dbc8-f575-4c23-b2cd-daa31f7fbb1e · outbound

This paper cites TextArena.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs TextArena

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.232548Z

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Observation 14e9900e-2ccb-4449-8941-68acee705ae6 · outbound

This paper cites Trueskill™: a bayesian skill rating system.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Trueskill™: a bayesian skill rating system

Reference 18

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Observation 4ecfe833-ade7-4e2d-ab47-4aff26c4a9e3 · outbound

This paper cites AvalonBench: Evaluating LLMs Playing the Game of Avalon.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs AvalonBench: Evaluating LLMs Playing the Game of Avalon

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.235012Z

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Observation 2c017877-c7f0-4fe9-ada9-bbc37a8c170a · outbound

This paper cites Gtbench: Uncovering the strategic reasoning capabilities of llms via game-theoretic evaluations.Advances in Neural Information Processing Systems, 37:28219–28253, 2024.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Gtbench: Uncovering the strategic reasoning capabilities of llms via game-theoretic evaluations.Advances in Neural Information Processing Systems, 37:28219–28253, 2024

Reference 20

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This paper cites Spin-bench: How well do llms plan strategically and reason socially?.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Spin-bench: How well do llms plan strategically and reason socially?

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.219939Z

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Observation 8ca7c88a-47bc-4592-a1cd-96d42e7e98b9 · outbound

This paper cites SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.223995Z

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Observation 6d8de1a3-c254-4368-bfec-81ccf48c9e13 · outbound

This paper cites Tombench: Benchmarking theory of mind in large language models.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Tombench: Benchmarking theory of mind in large language models

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This paper cites Hi-tom: A benchmark for evaluating higher-order theory of mind reasoning in large language models.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Hi-tom: A benchmark for evaluating higher-order theory of mind reasoning in large language models

Reference 24

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Observation 90dfda3f-5aee-4796-a359-e1ff3c68377e · outbound

This paper cites Understanding social reasoning in language models with language models.Advances in Neural Information Processing Systems, 36:13518–13529, 2023.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Understanding social reasoning in language models with language models.Advances in Neural Information Processing Systems, 36:13518–13529, 2023

Reference 25

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This paper cites Opentom: A comprehensive benchmark for evaluating theory-of-mind reasoning capabilities of large language models.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Opentom: A comprehensive benchmark for evaluating theory-of-mind reasoning capabilities of large language models

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This paper cites Theory of mind: Mechanisms, methods, and new directions.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Theory of mind: Mechanisms, methods, and new directions

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Observation 9d9b41be-bcdb-4364-a6c3-024f314de6cf · outbound

This paper cites Werewolf Arena: A Case Study in LLM Evaluation via Social Deduction.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Werewolf Arena: A Case Study in LLM Evaluation via Social Deduction

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Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.222505Z

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Observation 625f0190-dc61-4e34-a234-f5a528d07763 · outbound

This paper cites Hidden in plain text: Measuring llm deception quality against human baselines using social deduction games.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Hidden in plain text: Measuring llm deception quality against human baselines using social deduction games

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Observation 4bc33241-e4f1-407d-b138-d39418ffd6b6 · outbound

This paper cites Fine-grained and thematic evalua- tion of llms in social deduction game.IEEE Access, 2025.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Fine-grained and thematic evalua- tion of llms in social deduction game.IEEE Access, 2025

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This paper cites Codenames as a benchmark for large language models.IEEE Transactions on Games, 2025.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Codenames as a benchmark for large language models.IEEE Transactions on Games, 2025

Reference 31

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Observation 7c0cdd08-3ff5-4b42-971a-8e97d3651c59 · outbound

This paper cites The hanabi challenge: A new frontier for ai research.Artificial Intelligence, 280:103216, 2020.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs The hanabi challenge: A new frontier for ai research.Artificial Intelligence, 280:103216, 2020

Reference 32

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This paper cites Human-level play in the game of diplomacy by combining language models with strategic reasoning.Science, 378(6624):1067–1074, 2022.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Human-level play in the game of diplomacy by combining language models with strategic reasoning.Science, 378(6624):1067–1074, 2022

Reference 33

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Observation 289d9c27-49c3-49af-84e0-e7bf2d01c1e4 · outbound

This paper cites Richelieu: Self-evolving llm-based agents for ai diplomacy.Advances in Neural Information Processing Systems, 37: 123471–123497, 2024.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Richelieu: Self-evolving llm-based agents for ai diplomacy.Advances in Neural Information Processing Systems, 37: 123471–123497, 2024

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This paper cites GameBench: Evaluating Strategic Reasoning Abilities of LLM Agents.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs GameBench: Evaluating Strategic Reasoning Abilities of LLM Agents

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Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.225042Z

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This paper cites Game of thoughts: Iterative reasoning in game-theoretic domains with large language models.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Game of thoughts: Iterative reasoning in game-theoretic domains with large language models

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Observation 288a108c-3b2b-4454-b3e6-f6909c81f243 · outbound

This paper cites Evaluating generalization capabilities of llm-based agents in mixed-motive scenarios using Concordia.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Evaluating generalization capabilities of llm-based agents in mixed-motive scenarios using Concordia

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Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.227804Z

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This paper cites https://www.mafiabench.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs https://www.mafiabench

Reference 38

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MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Qwen3 Technical Report

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Observation eb7377f4-b79a-424a-ad80-56966f2eacfc · outbound

This paper cites The colonel blotto game.Economic Theory, 29(1):1–24, 2006.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs The colonel blotto game.Economic Theory, 29(1):1–24, 2006

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Observation 64c9d471-1e51-46d6-adfd-2acec1369f3d · outbound

This paper cites Evolution of strategies in the three-person iterated prisoner’s dilemma game.Journal of theoretical biology, 195(1):53–67, 1998.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Evolution of strategies in the three-person iterated prisoner’s dilemma game.Journal of theoretical biology, 195(1):53–67, 1998

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Observation ba9795b2-94b6-4e06-bcd8-a070ae468f92 · outbound

This paper cites Mafia: A theoretical study of players and coalitions in a partial information environment.The Annals of Applied Probability, 18(3): 825–846, 2008.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Mafia: A theoretical study of players and coalitions in a partial information environment.The Annals of Applied Probability, 18(3): 825–846, 2008

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MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Gpt-5 system card, 2025

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MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs International Conference on Machine Learning (ICML) , year=

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Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T07:23:13.210667Z

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Observation f86840d6-93a8-45a3-a22d-a1f02c194019 · outbound

This paper cites Long-context LLMs Struggle with Long In-context Learning.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Long-context LLMs Struggle with Long In-context Learning

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Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:13.213462Z

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Observation bb3949b4-9e38-48af-bf44-157f54a876b2 · outbound

This paper cites Lost in the middle: How language models use long contexts.Transactions of the association for computational linguistics, 12:157–173, 2024.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Lost in the middle: How language models use long contexts.Transactions of the association for computational linguistics, 12:157–173, 2024

Reference 46

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This paper cites text-embedding-3-small, 2025.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs text-embedding-3-small, 2025

Reference 47

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This paper cites Film: Visual reasoning with a general conditioning layer.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Film: Visual reasoning with a general conditioning layer

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This paper cites Episodes are terminated with typed failure metadata when violations occur, enabling downstream attribution of responsibility.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Episodes are terminated with typed failure metadata when violations occur, enabling downstream attribution of responsibility

Reference 49

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MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 50

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This paper cites Crucially, error steps themselves remain eligible and receive penalty rewards to teach format compliance; only steps with no outcome to learn from are excluded.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Crucially, error steps themselves remain eligible and receive penalty rewards to teach format compliance; only steps with no outcome to learn from are excluded

Reference 51

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Observation befdefea-1f78-47bc-83a7-8e928a058352 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

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Observation 9b2ae82e-7306-4d8d-8bfe-445e4e5fad4e · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

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Observation 78a9d60f-e4b9-499f-8a05-1cd7c05bc2d2 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

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Observation 47e7d7d0-16fb-48be-a11e-8318eba00363 · outbound

This paper cites Zero-heuristic design principleA deliberate design choice: the system uses no hardcoded lookup tables, decision trees, or game-specific heuristics.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Zero-heuristic design principleA deliberate design choice: the system uses no hardcoded lookup tables, decision trees, or game-specific heuristics

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

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Observation 5ad36749-d0c4-49a6-ab89-7e2f05beaf8d · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

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Observation df0e1ccf-9d93-4173-9642-dfa66c6f8b74 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

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Observation 7fe57116-5bb5-4a8b-983f-701ad2abd940 · outbound

This paper cites Each candidate is evaluated via 4 stochastic rollouts, producing approximately 2,300 preference pairs.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Each candidate is evaluated via 4 stochastic rollouts, producing approximately 2,300 preference pairs

Reference 58

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

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Observation 45d9e2e6-c50c-43df-9598-5b30ccc7334c · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bbe1b2e-162e-4711-805c-fe8c568ca92f · outbound

This paper cites The graph policy is trained by cross-entropy imitation, then continues PPO training to stabilize performance.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs The graph policy is trained by cross-entropy imitation, then continues PPO training to stabilize performance

Reference 60

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128bace6-f1a5-4f79-9777-f858578ad960 · outbound

This paper cites Role-specific behavioral instructions guide strategy (e.g., Mafia agents are instructed to mislead without implicating teammates).

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Role-specific behavioral instructions guide strategy (e.g., Mafia agents are instructed to mislead without implicating teammates)

Reference 61

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4936010f-7493-4130-b011-0cf90b682c21 · outbound

This paper cites Win rates by configuration: Base 21.7% → +Prompt Refinement 25.0% → +Memory/Deduc- tion 16.7% → +SFT 45.0%.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Win rates by configuration: Base 21.7% → +Prompt Refinement 25.0% → +Memory/Deduc- tion 16.7% → +SFT 45.0%

Reference 62

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

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Observation 4cefb51a-c1e6-4068-8c95-a5a1d7e8b4cd · outbound

This paper cites Key failure: Mafia agents frequently leak role information into public responses.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Key failure: Mafia agents frequently leak role information into public responses

Reference 63

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5725eb1-007a-45e6-8075-0e423cc6b818 · outbound

This paper cites An external harness extracts only the public action portion, architecturally preventing information leakage.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs An external harness extracts only the public action portion, architecturally preventing information leakage

Reference 64

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3a52559-1864-4699-8979-f633898f3a4e · outbound

This paper cites Key finding: memory without fine-tuning hurtsCounterintuitively, the Remembering agent performedworsethan the Thinking agent.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Key finding: memory without fine-tuning hurtsCounterintuitively, the Remembering agent performedworsethan the Thinking agent

Reference 65

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d02c2f-1828-4828-9f67-3637ae56de5d · outbound

This paper cites build coalition against Player 3.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs build coalition against Player 3

Reference 66

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d391725-612e-45fe-8400-61c8a41b350f · outbound

This paper cites Handles perspective-taking, social simulation, and theory of mind.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Handles perspective-taking, social simulation, and theory of mind

Reference 67

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5097718-1705-44e3-98bc-91626c39e229 · outbound

This paper cites Performs hypothesis verification, strategic planning, and vote optimization.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Performs hypothesis verification, strategic planning, and vote optimization

Reference 68

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4083f84-aeab-4723-8b55-4620946d846a · outbound

This paper cites Inspired by neuroscience research on humor and surprise processing, this mode flags inconsistencies as potential deception cues.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Inspired by neuroscience research on humor and surprise processing, this mode flags inconsistencies as potential deception cues

Reference 69

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24b92214-8fd9-47e5-8ca7-4c9a252b4358 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

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Observation 60fe23be-7186-45f6-80be-03fbc9122969 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574748fe-06f9-45c0-abad-a1211d0979f3 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9bc3ab2-c322-49c8-a9d1-564df3c9f66a · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a5bdbf8-c7f0-4ad1-bed4-79cbec7cd8cf · outbound

This paper cites as Villager, vote with the majority in early rounds to build credibility.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs as Villager, vote with the majority in early rounds to build credibility

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1dad41d-0995-42c2-88ca-2b91f77be242 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7d0444-aae1-4095-be5d-c1a5f88ce695 · outbound

This paper cites less coupling can yield more robustness.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs less coupling can yield more robustness

Reference 76

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63feff48-a441-4782-84ed-95f7e643c643 · outbound

This paper cites This internal review is not shown to other players.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs This internal review is not shown to other players

Reference 77

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fe8fa7f-2582-46d1-aec9-440f0335a57c · outbound

This paper cites A perfectly logical deduction, if delivered in a dry, robotic, or socially inappropriate manner, will fail to persuade.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs A perfectly logical deduction, if delivered in a dry, robotic, or socially inappropriate manner, will fail to persuade

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bce64b2-480b-41af-b20c-504eebf52cd1 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea72f85f-0e4f-4eee-9854-650fd33d8301 · outbound

This paper cites Let’s try for cooperation early and see how the others react.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Let’s try for cooperation early and see how the others react

Reference 80

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

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Observation d7cddaf6-86de-42cb-8506-1c09e90881aa · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a875d8fc-7840-4212-96c9-bebaf4e8c0ff · outbound

This paper cites They can also ’[pass]’.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs They can also ’[pass]’

Reference 82

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9306a29a-3907-487e-9a72-7242e70e53e2 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2edfea28-68b6-4e08-a019-6f0974f1c5d1 · outbound

This paper cites You are Player 2, the Spymaster for Blue team.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs You are Player 2, the Spymaster for Blue team

Reference 84

Resolution: malformed identifier; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6aefb68-36b4-4219-84af-b8c8cd9545c7 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f32075-eb0a-4f50-8ffe-175f3b2d044f · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0422215-364b-4fce-933a-9879122065d1 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3494b7-e7ff-46f6-8f13-b01646dde0a7 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7397cb24-0f6d-4201-8c9d-dc0faa886c38 · outbound

This paper cites Table 16: Mapping between abbreviated model names used in tables and full model identifiers.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Table 16: Mapping between abbreviated model names used in tables and full model identifiers

Reference 89

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ac71d92-9bbe-4149-9d81-e1f4a09e32e0 · outbound

This paper cites an unresolved cited work.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a39cf777-d8e1-43df-b9d0-756f7e98dd5e · outbound

This paper cites NeurIPS subset.

MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs NeurIPS subset

Reference 91

Resolution: unresolved; no resolver link, observed 2026-06-29T07:15:27.939886Z

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Coverage vector

Reference resolution

Outbound references

Pith citing papers