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GLEE: A Unified Framework and Benchmark for Language-based Economic Environments

7 October 2024

Papers citing "GLEE: A Unified Framework and Benchmark for Language-based Economic Environments"

25 / 25 papers shown

Title
The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Lyle Goodyear Rachel Guo Ramesh Johari 45 0 0 18 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 34 0 0 31 May 2025
Game Theory Meets Large Language Models: A Systematic Survey Haoran Sun Yusen Wu Yukun Cheng Xu Chu LM&MA OffRL AI4CE 158 5 0 13 Feb 2025
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents Omer Madmon Idan Pipano Itamar Reinman Moshe Tennenholtz 161 3 0 03 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 154 7 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 Xinze Wang Yongfeng Zhang 102 22 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 Dianbo Sui Lingpeng Kong LRM ELM 115 7 0 14 Oct 2024
Capturing the Complexity of Human Strategic Decision-Making with Machine Learning Jian-Qiao Zhu Joshua C. Peterson Benjamin Enke Thomas Griffiths 54 5 0 15 Aug 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 123 6 0 25 May 2024
LLMs with Personalities in Multi-issue Negotiation Games Sean Noh Ho-Chun Herbert Chang LLMAG 110 13 0 08 May 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 205 39 0 18 Mar 2024
Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method Tian Xia Zhiwei He Tong Ren Yibo Miao Zhuosheng Zhang Yang Yang Rui Wang 92 18 0 24 Feb 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations Jinhao Duan Renming Zhang James Diffenderfer B. Kailkhura Lichao Sun Elias Stengel-Eskin Mohit Bansal Tianlong Chen Kaidi Xu ELM LRM 110 67 0 19 Feb 2024
STEER: Assessing the Economic Rationality of Large Language Models Narun K. Raman Taylor Lundy S. Amouyal Yoav Levine Kevin Leyton-Brown Moshe Tennenholtz 66 8 0 14 Feb 2024
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis Federico Bianchi P. Chia Mert Yuksekgonul Jacopo Tagliabue Daniel Jurafsky James Zou LLMAG 107 38 0 08 Feb 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk Dennis Ulmer Elman Mansimov Kaixiang Lin Justin Sun Xibin Gao Yi Zhang LLMAG 71 30 0 10 Jan 2024
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis Caoyun Fan Jindou Chen Yaohui Jin Hao He 86 69 0 09 Dec 2023
CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents Qinlin Zhao Jindong Wang Yixuan Zhang Yiqiao Jin Kaijie Zhu Hao Chen Xing Xie LLMAG 109 35 0 26 Oct 2023
ChessGPT: Bridging Policy Learning and Language Modeling Xidong Feng Yicheng Luo Ziyan Wang Hongrui Tang Mengyue Yang Kun Shao D. Mguni Yali Du Jun Wang 75 44 0 15 Jun 2023
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 585 137 0 26 May 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 180 844 0 25 May 2023
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation Eilam Shapira Reut Apel Moshe Tennenholtz Roi Reichart Roi Reichart 101 1 0 17 May 2023
Modeling Content Creator Incentives on Algorithm-Curated Platforms Jiri Hron K. Krauth Michael I. Jordan Niki Kilbertus Sarah Dean 114 40 0 27 Jun 2022
Designing an Automatic Agent for Repeated Language based Persuasion Games Maya Raifer Guy Rotman Reut Apel Moshe Tennenholtz Roi Reichart 78 9 0 11 May 2021
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 856 39,703 0 09 Mar 2016