Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis

9 December 2023

Papers citing "Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis"

33 / 33 papers shown

Title
Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities Lili Zhang Haomiaomiao Wang Long Cheng Libao Deng Tomas E. Ward AAML 7 0 0 19 May 2025
Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications Wenhan Dong Yuemeng Zhao Zhen Sun Yule Liu Zifan Peng ... Jun Wu Ruiming Wang Shengmin Xu Xinyi Huang Xinlei He LLMAG 79 1 0 30 Apr 2025
Reasoning and the Trusting Behavior of DeepSeek and GPT: An Experiment Revealing Hidden Fault Lines in Large Language Models Rubing Li João Sedoc Arun Sundararajan LRM 68 1 0 20 Feb 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition Kenan Jiang Li Xiong Fei Liu 61 0 0 17 Feb 2025
Game Theory Meets Large Language Models: A Systematic Survey Haoran Sun Yusen Wu Yukun Cheng Xu Chu LM&MA OffRL AI4CE 65 1 0 13 Feb 2025
Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma Richard Willis Yali Du Joel Z Leibo Michael Luck 61 1 0 28 Jan 2025
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios Xiachong Feng Longxu Dou Ella Li Qinghao Wang Haoran Wang Yu Guo Chang Ma Lingpeng Kong LM&Ro LM&MA ELM LLMAG AI4CE 80 4 0 05 Dec 2024
Game-theoretic LLM: Agent Workflow for Negotiation Games Wenyue Hua Ollie Liu Lingyao Li Alfonso Amayuelas Julie Chen ... Lizhou Fan Fei Sun William Yang Wang Qing Guo Yongfeng Zhang 55 9 0 08 Nov 2024
TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs Haoran Wang Xiachong Feng Lei Li Zhan Qin Dianbo Sui Lingpeng Kong LRM ELM 35 3 0 14 Oct 2024
EgoSocialArena: Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective Guiyang Hou Wenqi Zhang Yongliang Shen Zeqi Tan Sihao Shen Weiming Lu 31 0 0 08 Oct 2024
Intelligent Computing Social Modeling and Methodological Innovations in Political Science in the Era of Large Language Models Zhenyu Wang Yi Xu Dequan Wang Lingfeng Zhou Yiqi Zhou 40 0 0 07 Oct 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas Seungjong Sun Eungu Lee Seo Yeon Baek Seunghyun Hwang Wonbyung Lee Dongyan Nan Bernard J. Jansen Jang Hyun Kim 32 2 0 04 Oct 2024
Moral Alignment for LLM Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 45 1 0 02 Oct 2024
Autoformalization of Game Descriptions using Large Language Models Agnieszka Mensfelt Kostas Stathis Vince Trencsenyi OffRL AI4CE LRM 36 3 0 18 Sep 2024
Instigating Cooperation among LLM Agents Using Adaptive Information Modulation Qiliang Chen Sepehr Ilami Nunzio Lore Babak Heydari 31 2 0 16 Sep 2024
DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity Xiaoyu Lin Xinkai Yu Ankit Aich Salvatore Giorgi Lyle Ungar ALM 42 0 0 30 Aug 2024
Can LLMs Understand Social Norms in Autonomous Driving Games? Boxuan Wang Haonan Duan Yanhao Feng Xu Chen Yongjie Fu Zhaobin Mo Xuan Di 37 4 0 22 Aug 2024
Large Model Strategic Thinking, Small Model Efficiency: Transferring Theory of Mind in Large Language Models Nunzio Lorè Alireza Ilami Babak Heydari LRM 43 1 0 05 Aug 2024
Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games Nathan Herr Fernando Acero Roberta Raileanu María Pérez-Ortiz Zhibin Li LRM 60 2 0 05 Jul 2024
Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma? Nicoló Fontana Francesco Pierri L. Aiello 28 13 0 19 Jun 2024
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context Jingru Jia Zehua Yuan Junhao Pan Paul McNamara Deming Chen 58 13 0 10 Jun 2024
Normative Modules: A Generative Agent Architecture for Learning Norms that Supports Multi-Agent Cooperation Atrisha Sarkar Andrei Ioan Muresanu Carter Blair Aaryam Sharma Rakshit S Trivedi Gillian K Hadfield 52 1 0 29 May 2024
STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making Chuanhao Li Runhan Yang Tiankai Li Milad Bafarassat Kourosh Sharifi Dirk Bergemann Zhuoran Yang LLMAG 39 5 0 25 May 2024
Do Large Language Models Learn Human-Like Strategic Preferences? Jesse Roberts Kyle Moore Douglas H. Fisher 29 5 0 11 Apr 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 93 49 0 01 Apr 2024
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments Jen-tse Huang E. Li Man Ho Lam Tian Liang Wenxuan Wang Youliang Yuan Wenxiang Jiao Xing Wang Zhaopeng Tu Michael R. Lyu ELM LLMAG 88 35 0 18 Mar 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization Wenqi Zhang Ke Tang Hai Wu Mengna Wang Yongliang Shen Guiyang Hou Zeqi Tan Peng Li Yueting Zhuang Weiming Lu LLMAG 44 37 0 27 Feb 2024
Multi-Agent, Human-Agent and Beyond: A Survey on Cooperation in Social Dilemmas Hao Guo Chunjiang Mu Yang Chen Chen Shen Shuyue Hu Zhen Wang 55 7 0 27 Feb 2024
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments Junzhe Chen Xuming Hu Shuodi Liu Shiyu Huang Weijuan Tu Zhaofeng He Lijie Wen ELM LLMAG 48 10 0 26 Feb 2024
Can Large Language Model Agents Simulate Human Trust Behaviors? Chengxing Xie Canyu Chen Feiran Jia Ziyu Ye Kai Shu Adel Bibi Ziniu Hu Philip Torr Guohao Li Ge Li LM&Ro LLMAG 84 54 0 07 Feb 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh V. Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 45 252 0 21 Jan 2024
Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection Caoyun Fan Jidong Tian Yitian Li Hao He Yaohui Jin 37 4 0 12 Dec 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 369 12,081 0 04 Mar 2022