Paper Citation Record · LEDGER

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 7 inbound Pith citation observations for arXiv:2506.09390.

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

pith.paper-citation-record.v1
2506.09390 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:55:43.686720Z

measured 61 of 61 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:50:32.630845Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

54 of 54 outbound references displayed

verified exact12
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b28c2f66-e59a-4381-a7aa-c15f61334006 · outbound

This paper cites online" 'onlinestring :=.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making online" 'onlinestring :=

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24d81604-4774-4450-8069-39599bd3f7bb · outbound

This paper cites write newline.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.510562Z

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Observation 061eb977-0865-43bd-b956-58f33f1efc43 · outbound

This paper cites an unresolved cited work.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:55:44.794845Z

Source-reported events for the cited work

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Observation 8793ab37-763b-4c48-8045-41b20f473942 · outbound

This paper cites Oh, Matthias Bethge, and Eric Schulz.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Oh, Matthias Bethge, and Eric Schulz

Reference 4

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 5

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Observation d221463c-5e0e-49e5-b363-c2e97c92e18f · outbound

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 6

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Observation e0e84952-a1d4-4c85-aaa3-d9bdadf284a8 · outbound

This paper cites How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis

Reference 7

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Observation ebd21092-2aff-48be-82d7-ca16d190f034 · outbound

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 8

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Observation 7bac4770-86ae-4c9a-88b2-e8562f09f5c5 · outbound

This paper cites an unresolved cited work.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 9

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This paper cites an unresolved cited work.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 10

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Observation 32b82ea1-1099-4f79-9a82-a035e55d5c3b · outbound

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 11

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Observation 6d213827-7b5f-427f-be5a-29992e1c3142 · outbound

This paper cites an unresolved cited work.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 12

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Observation 00375e76-e57f-4dd6-b50b-c976b35e09de · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

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Observation 8c545732-099c-4417-9f4d-ceacd904054b · outbound

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making DeepSeek-V3 Technical Report

Reference 14

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 15

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Observation 8ea6e4d6-f2cd-47cb-8c48-043fe2f9a35a · outbound

This paper cites Dyson, Jonathan M.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Dyson, Jonathan M

Reference 16

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Observation 60349bd0-c62f-47eb-955b-a6110e44b47c · 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.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Miller, Sasha Mitts, Adithya Renduchintala, Stephen Roller, Dirk Rowe, Weiyan Shi, Joe Spisak, Alexander Wei, David Wu, Hugh Zhang, and Markus Zijlstra

Reference 17

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 18

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Observation 38708f45-5938-44b6-a250-bfc75626c6c5 · outbound

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 19

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Source-reported events for the cited work

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Observation 7199bb71-bcb3-4cb5-b885-d8ef14ab134a · outbound

This paper cites Shorrer, and Yannai A.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Shorrer, and Yannai A

Reference 20

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?

Reference 21

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Strategic Reasoning with Language Models

Reference 22

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Observation abab6e7f-71f2-41ec-83c0-2d564f558128 · outbound

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Bias in Large Language Models: Origin, Evaluation, and Mitigation

Reference 23

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This paper cites Negotiating with LLMS: Prompt Hacks, Skill Gaps, and Reasoning Deficits.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Negotiating with LLMS: Prompt Hacks, Skill Gaps, and Reasoning Deficits

Reference 24

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Large Language Models are Biased Reinforcement Learners

Reference 26

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 27

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Game-theoretic LLM: Agent Workflow for Negotiation Games

Reference 29

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making McNamara, and Deming Chen

Reference 30

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues

Reference 32

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making (Ir)rationality and Cognitive Biases in Large Language Models

Reference 35

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making GPT-4 Technical Report

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Rand, Joshua D

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Large Language Models Playing Mixed Strategy Nash Equilibrium Games

Reference 45

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Stahl and Paul W

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Moral Alignment for LLM Agents

Reference 47

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

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Observation 9ce58a98-83da-4262-a286-922d855f56d0 · outbound

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Unresolved cited work

Reference 50

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method

Reference 51

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Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game

Reference 52

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Reference 53

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This paper cites SocialEval: Evaluating Social Intelligence of Large Language Models.

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making SocialEval: Evaluating Social Intelligence of Large Language Models

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Pith citing papers

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

Game Theory Meets Large Language Models: A Systematic Survey with Taxonomy and New Frontiers Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Reference 2025

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Unavailable: canonical work link unavailable.

Observation 49f0c2dc-37b8-44c1-a860-a1660ba45fac · inbound

When Identity Overrides Incentives: Representational Choices as Governance Decisions in Multi-Agent LLM Systems cites this paper.

When Identity Overrides Incentives: Representational Choices as Governance Decisions in Multi-Agent LLM Systems Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Reference 60

Resolution: malformed identifier; arxiv_id, observed 2026-05-16T14:31:01.986522Z

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 380ecfcd-cd2f-44d5-a7ba-d58ea67d78ea · inbound

When Identity Overrides Incentives: Representational Choices as Governance Decisions in Multi-Agent LLM Systems cites this paper.

Reference 60

Resolution: malformed identifier; no resolver link, observed 2026-08-03T10:33:44.177469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6288bda4-a0b7-4dad-a918-250d2c98bef3 · inbound

Diversity Without Fidelity: A Solver-Sampler Mismatch in Multi-Agent LLM Negotiation Simulation cites this paper.

Diversity Without Fidelity: A Solver-Sampler Mismatch in Multi-Agent LLM Negotiation Simulation Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:41:02.356398Z

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 bf6d4f9c-4dc3-4ed4-a910-8c90cc4be668 · inbound

Internal-state criticality in Bayesian-inverse-Bayesian inference cites this paper.

Internal-state criticality in Bayesian-inverse-Bayesian inference Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-26T11:19:24.080562Z

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 ec1d63ef-e981-4c6d-9395-6d8e52b25ca1 · inbound

Can Agents Deceive? Evaluating Reasoning and Deception in ParliamentBench using a Social Deduction Game cites this paper.

Can Agents Deceive? Evaluating Reasoning and Deception in ParliamentBench using a Social Deduction Game Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-07-31T16:28:48.706133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7c7b12-e70d-4b05-ad64-22c94f3845ca · inbound

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races cites this paper.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.429846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.