Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.504920Z

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.519194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c669eb8-b721-4901-856c-f0caece2a4cd · 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 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.889310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d221463c-5e0e-49e5-b363-c2e97c92e18f · 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 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.527271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.531326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebd21092-2aff-48be-82d7-ca16d190f034 · 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 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.873649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.539968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b241120-4b1c-472b-b18c-a96ed9afd919 · 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 10

Resolution: verified exact; doi, observed 2026-08-07T04:55:43.808546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32b82ea1-1099-4f79-9a82-a035e55d5c3b · 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 11

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:55:44.709119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.864536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.555050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites DeepSeek-V3 Technical Report.

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

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.558862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daab9c4d-a05a-4b67-be02-f6751df3370d · 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 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.854724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; doi, observed 2026-08-07T04:55:43.798597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.570769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c0c7f3-f944-4f25-bb79-19ca94516b3c · 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 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.843951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 38708f45-5938-44b6-a250-bfc75626c6c5 · 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 19

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:55:44.607909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.581229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8acad118-fbf9-459e-8046-6ad3f91ab0aa · outbound

This paper cites Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.584520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135012ea-5dfb-4eb9-8e2c-43961c5c069f · outbound

This paper cites Strategic Reasoning with Language Models.

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

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.588630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Bias in Large Language Models: Origin, Evaluation, and Mitigation.

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

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.591835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b803508-2c73-4a1d-880e-39728e125195 · outbound

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.595175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1553a34e-aa56-4345-8713-1435e39d0a53 · 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 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.598328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5659372e-2c6b-4997-990c-864df622c91e · outbound

This paper cites Large Language Models are Biased Reinforcement Learners.

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

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.601392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b2039ec-dafd-4131-a059-773847ecea70 · 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 27

Resolution: verified exact; doi, observed 2026-08-07T04:55:43.775666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03912cca-9f08-4124-8d83-eb009665bf97 · 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 28

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:55:44.435822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8474ac14-03ce-4cd5-b18e-6a68c29b8b88 · outbound

This paper cites Game-theoretic LLM: Agent Workflow for Negotiation Games.

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

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.611303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f12329d7-82b0-48fa-b156-0205502d13da · outbound

This paper cites McNamara, and Deming Chen.

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

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.614240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0f6f598-7364-401f-8172-fc9826c40b18 · 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 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.617180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a64637-e970-4631-a172-a1f7d1451302 · outbound

This paper cites Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues.

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

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:55:44.281762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f7cebe7-8761-4b1a-b830-48ca13e584d5 · 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 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.623739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d38e6138-9276-4187-b76b-662c76598630 · 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 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.626863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9885efe-824d-4f09-9f5d-b5b5ba6617df · outbound

This paper cites (Ir)rationality and Cognitive Biases in Large Language Models.

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

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.629774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cca639-f1ca-4d48-9343-4a2925b977d9 · 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 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.632839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a335fec8-c1d0-4856-b02d-e8f9bf8c44ca · 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 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.635693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fa66d9-ea2a-48f5-905d-2e4d89ea0766 · 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 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.832634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 376f4176-307d-43c9-9023-aaf0ab1bbb2d · 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 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.822839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e7a491b-f0b9-43e7-bd09-e28afe767ced · outbound

This paper cites GPT-4 Technical Report.

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

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.644234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b1092ff-b62c-4755-a528-5247bae7f52d · 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 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.812932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90727d37-7e16-4fef-8d3d-095d22bb5ff7 · 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 42

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:55:44.185846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7582cacd-affe-441b-906e-9fb00058a500 · outbound

This paper cites Rand, Joshua D.

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

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.652937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95cfb09b-6088-4bd8-aedb-e1f1b19c03d2 · 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 44

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:55:44.116992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a6d10ae-4627-4cf4-be51-15241858be55 · outbound

This paper cites Large Language Models Playing Mixed Strategy Nash Equilibrium Games.

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

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.659108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ad91982-3ff9-4243-a61d-da5ac21d34e5 · outbound

This paper cites Stahl and Paul W.

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

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.662217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc54f95a-eeb0-4341-8de5-c53d20488f88 · outbound

This paper cites Moral Alignment for LLM Agents.

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

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.665105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1388d6-c2db-4aed-961c-22b302909c10 · 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 48

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.668365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2f5be6-9594-4ead-a45f-c429a3bb323e · 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 49

Resolution: verified exact; doi, observed 2026-08-07T04:55:43.731004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ce58a98-83da-4262-a286-922d855f56d0 · 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 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:55:44.803842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1b235033-ba07-4113-bf94-24f1e30bf427 · outbound

This paper cites Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method.

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

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:55:43.857692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 878ddd10-86f9-4d41-826e-9c7be75758a3 · outbound

This paper cites Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.680841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dc2a489-bcc2-485f-b58b-43e3559f91c1 · 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 53

Resolution: verified exact; doi, observed 2026-08-07T04:55:43.719962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 099cbaeb-e945-4faf-995f-7a38ae22fe5f · outbound

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

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:43.686720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3813aee5-4a51-42a1-98a4-09a468a6e11f · inbound

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

Resolution: unresolved; no resolver link, observed 2026-08-07T22:50:32.630845Z

Source-reported events for the cited work

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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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.