Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

3 October 2023

Jintian Zhang

Xin Xu

Ningyu Zhang

Ruibo Liu

Bryan Hooi

Shumin Deng

LLMAG

ArXiv PDF HTML

Papers citing "Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View"

38 / 88 papers shown

Title
Conformity, Confabulation, and Impersonation: Persona Inconstancy in Multi-Agent LLM Collaboration Razan Baltaji Babak Hemmatian L. Varshney LLMAG 21 1 0 06 May 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 50 72 0 28 Apr 2024
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents Giorgio Piatti Zhijing Jin Max Kleiman-Weiner Bernhard Schölkopf Mrinmaya Sachan Rada Mihalcea LLMAG 42 12 0 25 Apr 2024
MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers Fang Guo Wenyu Li Honglei Zhuang Yun Luo Yafu Li Qi Zhu Le Yan Yue Zhang ALM 63 6 0 18 Apr 2024
Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs Ruoxi Cheng Haoxuan Ma Shuirong Cao Jiaqi Li Aihua Pei Zhiqiang Wang Pengliang Ji Haoyu Wang Jiaqi Huo AI4CE 24 6 0 15 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 36 85 0 11 Apr 2024
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems Zhengyuan Liu Stella Xin Yin Geyu Lin Nancy F. Chen AI4Ed 22 4 0 10 Apr 2024
Social Skill Training with Large Language Models Diyi Yang Caleb Ziems William B. Held Omar Shaikh Michael S. Bernstein John C. Mitchell LLMAG 24 6 0 05 Apr 2024
Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game Silin Du Xiaowei Zhang LLMAG 20 5 0 02 Apr 2024
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World Guande Wu Chen Zhao Claudio Silva He He LLMAG 14 4 0 30 Mar 2024
Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games Yikuan Yan Yaolun Zhang Keman Huang 18 2 0 26 Mar 2024
A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning Changmeng Zheng Dayong Liang Wengyu Zhang Xiao Wei Tat-Seng Chua Qing Li 22 1 0 22 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 48 27 0 19 Mar 2024
Embodied LLM Agents Learn to Cooperate in Organized Teams Xudong Guo Kaixuan Huang Jiale Liu Wenhui Fan Natalia Vélez Qingyun Wu Huazheng Wang Thomas L. Griffiths Mengdi Wang LM&Ro LLMAG 35 38 0 19 Mar 2024
Can LLM-Augmented autonomous agents cooperate?, An evaluation of their cooperative capabilities through Melting Pot Manuel Mosquera Juan Sebastian Pinzon Manuel Rios Yesid Fonseca Luis Felipe Giraldo Nicanor Quijano Ruben Manrique 14 2 0 18 Mar 2024
Determinants of LLM-assisted Decision-Making Eva Eigner Thorsten Händler 41 44 0 27 Feb 2024
Large Language Model for Participatory Urban Planning Zhilun Zhou Yuming Lin Depeng Jin Yong Li LLMAG 31 24 0 27 Feb 2024
The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Yu Kong Tianlong Chen Huan Liu 36 15 0 20 Feb 2024
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents Zengqing Wu Run Peng Shuyuan Zheng Qianying Liu Xu Han Brian Inhyuk Kwon Makoto Onizuka Shaojie Tang Chuan Xiao 28 10 0 19 Feb 2024
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen 111 27 0 08 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 H. S. Torr Bernard Ghanem G. Li LM&Ro LLMAG 74 51 0 07 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 35 10 0 05 Feb 2024
More Agents Is All You Need Junyou Li Qin Zhang Yangbin Yu Qiang Fu Deheng Ye LLMAG 133 57 0 03 Feb 2024
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues Yuncheng Hua Lizhen Qu Gholamreza Haffari 85 4 0 29 Jan 2024
Large language model empowered participatory urban planning Zhilun Zhou Yuming Lin Yong Li LLMAG 13 4 0 24 Jan 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Xiuying Chen Yaqi Wang Ruidi Chang Shichao Pei Nitesh V. Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 29 243 0 21 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 48 17 0 03 Jan 2024
The Use of Multiple Conversational Agent Interlocutors in Learning Samuel Rhys Cox LLMAG 25 4 0 27 Dec 2023
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 20 97 0 19 Dec 2023
From Text to Motion: Grounding GPT-4 in a Humanoid Robot "Alter3" Takahide Yoshida A. Masumori Takashi Ikegami 19 18 0 11 Dec 2023
Playing Large Games with Oracles and AI Debate Xinyi Chen Angelica Chen Dean Foster Elad Hazan 22 3 0 08 Dec 2023
Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration Zhenran Xu Senbao Shi Baotian Hu Jindi Yu Dongfang Li Min Zhang Yuxiang Wu LRM LLMAG ALM 58 19 0 14 Nov 2023
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts Qineng Wang Zihao W. Wang Ying Su Yangqiu Song AI4CE LLMAG 26 0 0 13 Nov 2023
ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents Shaoguang Mao Yuzhe Cai Yan Xia Wenshan Wu Xun Wang Fengyi Wang Tao Ge Furu Wei 20 10 0 06 Nov 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 15 23 0 26 Oct 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 209 1,701 0 07 Apr 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
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 301 11,730 0 04 Mar 2022