Title
Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making Kehan Zheng Jinfeng Zhou Hongning Wang 76 0 0 11 Jun 2025
Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs Yufa Zhou S. Wang Xingyu Dong Xiangqi Jin Yifang Chen Yue Min Kexin Yang Xingzhang Ren Dayiheng Liu Linfeng Zhang OffRL LRM 42 0 0 31 May 2025
Effects of Theory of Mind and Prosocial Beliefs on Steering Human-Aligned Behaviors of LLMs in Ultimatum Games Neemesh Yadav Palakorn Achananuparp Jing Jiang Ee-Peng Lim LRM 30 0 0 30 May 2025
The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets Shenzhe Zhu Jiao Sun Yi Nian Tobin South Alex Pentland Jiaxin Pei 55 0 0 29 May 2025
Agents Require Metacognitive and Strategic Reasoning to Succeed in the Coming Labor Markets Simpson Zhang Tennison Liu M. Schaar LLMAG 67 0 0 26 May 2025
When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas Steffen Backmann David Guzman Piedrahita Emanuel Tewolde Rada Mihalcea Bernhard Schölkopf Zhijing Jin 102 0 0 25 May 2025
HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems Zhipeng Hou Junyi Tang Yipeng Wang LLMAG AI4CE 126 0 0 17 May 2025
TextArena Leon Guertler Bobby Cheng Simon Yu Bo Liu Leshem Choshen Cheston Tan LLMAG 133 2 0 15 Apr 2025
Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery Balaji Rama Kai Mei Yongfeng Zhang LLMAG 118 3 0 14 Mar 2025
ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning through Action in Dynamic Offer Optimization Deuksin Kwon Jiwon Hae Emma Clift Daniel Shamsoddini Jonathan Gratch Gale M. Lucas 116 0 0 10 Mar 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition Kenan Jiang Li Xiong Fei Liu 110 1 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 163 5 0 13 Feb 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 154 7 0 05 Dec 2024
TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs Haoran Wang Xiachong Feng Lei Li Zhan Qin Dianbo Sui Dianbo Sui Lingpeng Kong LRM ELM 117 7 0 14 Oct 2024
GLEE: A Unified Framework and Benchmark for Language-based Economic Environments Eilam Shapira Omer Madmon Itamar Reinman S. Amouyal Roi Reichart Moshe Tennenholtz 128 8 0 07 Oct 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 218 39 0 18 Mar 2024
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game Zelai Xu Chao Yu Fei Fang Yu Wang Yi Wu LLMAG 139 95 0 29 Oct 2023