Theory of Mind for Multi-Agent Collaboration via Large Language Models

16 October 2023

Papers citing "Theory of Mind for Multi-Agent Collaboration via Large Language Models"

43 / 43 papers shown

Title
Benchmarking LLMs' Swarm intelligence Kai Ruan Mowen Huang Ji-Rong Wen Hao Sun 39 0 0 07 May 2025
The Power of Stories: Narrative Priming Shapes How LLM Agents Collaborate and Compete Gerrit Großmann Larisa Ivanova Sai Leela Poduru Mohaddeseh Tabrizian Islam Mesabah David Selby Sebastian Vollmer 22 0 0 06 May 2025
Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey Ahsan Bilal Muhammad Ahmed Mohsin Muhammad Umer Muhammad Awais Khan Bangash Muhammad Ali Jamshed LLMAG LRM AI4CE 51 0 0 20 Apr 2025
Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models Yuheng Wu Wentao Guo Zirui Liu Heng Ji Zhaozhuo Xu Denghui Zhang 33 0 0 05 Apr 2025
Algorithmic Prompt Generation for Diverse Human-like Teaming and Communication with Large Language Models Siddharth Srikanth Varun Bhatt Boshen Zhang Werner Hager Charles Michael Lewis Katia P. Sycara Aaquib Tabrez S. Nikolaidis LLMAG 73 0 0 04 Apr 2025
Verification of Autonomous Neural Car Control with KeYmaera X Enguerrand Prebet Samuel Teuber André Platzer 31 0 0 04 Apr 2025
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades X. Wang William Wang 84 1 0 02 Apr 2025
Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis Sihan Wang Suiyang Jiang Yibo Gao Boming Wang Shangqi Gao Xiahai Zhuang AI4CE 39 0 0 19 Mar 2025
Exploring Large Language Models for Word Games:Who is the Spy? Chentian Wei Jiewei Chen Jinzhu Xu LLMAG LRM 52 0 0 19 Mar 2025
Gricean Norms as a Basis for Effective Collaboration Fardin Saad Pradeep K. Murukannaiah Munindar P. Singh 97 0 0 18 Mar 2025
Playing games with Large language models: Randomness and strategy Alicia Vidler Toby Walsh 64 1 0 04 Mar 2025
Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection Bo Yang Jiaxian Guo Yusuke Iwasawa Y. Matsuo AI4CE 37 1 0 28 Jan 2025
MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Qi Chen Dexi Liu 31 0 0 28 Jan 2025
Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications Raphael Shu Nilaksh Das Michelle Yuan Monica Sunkara Yi Zhang LLMAG 69 2 0 06 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 X. Wang Yongfeng Zhang 53 7 0 08 Nov 2024
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation Jie Liu Pan Zhou Yingjun Du Ah-Hwee Tan Cees G. M. Snoek J. Sonke E. Gavves LLMAG 29 1 0 07 Nov 2024
Project Sid: Many-agent simulations toward AI civilization Altera. AL Andrew Ahn Nic Becker Stephanie Carroll Nico Christie ... Shuying Luo Peter Y Wang Mathew Willows Feitong Yang Guangyu Robert Yang LLMAG LM&Ro AI4CE 56 12 0 31 Oct 2024
A Scalable Communication Protocol for Networks of Large Language Models Samuele Marro Emanuele La Malfa Jesse Wright G. Li Nigel Shadbolt Michael Wooldridge Philip H. S. Torr GNN AIFin 25 7 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
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information Yauwai Yim Chunkit Chan Tianyu Shi Zheye Deng Wei Fan Tianshi Zheng Yangqiu Song LLMAG 23 9 0 05 Aug 2024
Social Learning through Interactions with Other Agents: A Survey Dylan Hillier Cheston Tan Jing Jiang 40 0 0 31 Jul 2024
Do LLMs have Consistent Values? Naama Rozen G. Elidan Amir Globerson Ella Daniel 55 3 0 16 Jul 2024
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues Kuanchao Chu Yi-Pei Chen Hideki Nakayama LLMAG 34 2 0 13 Jul 2024
Benchmarking Mental State Representations in Language Models Matteo Bortoletto Constantin Ruhdorfer Lei Shi Andreas Bulling AI4MH LRM 41 4 0 25 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 47 12 0 06 Jun 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 29 27 0 17 May 2024
ToM-LM: Delegating Theory of Mind Reasoning to External Symbolic Executors in Large Language Models Weizhi Tang Vaishak Belle LRM LLMAG 19 1 0 23 Apr 2024
Modeling Emotions and Ethics with Large Language Models Edward Y. Chang 32 1 0 15 Apr 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 38 4 0 05 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 69 49 0 02 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 78 48 0 01 Apr 2024
Harnessing the power of LLMs for normative reasoning in MASs B. Savarimuthu Surangika Ranathunga Stephen Cranefield LLMAG 20 6 0 25 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 41 38 0 19 Mar 2024
Evolving AI Collectives to Enhance Human Diversity and Enable Self-Regulation Shiyang Lai Yujin Potter Junsol Kim Richard Zhuang Dawn Song James Evans 48 3 0 19 Feb 2024
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data Haoyang Liu Yijiang Li Jinglin Jian Yuxuan Cheng Jianrong Lu Shuyi Guo Jinglei Zhu Mianchen Zhang Miantong Zhang Haohan Wang 19 4 0 15 Feb 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 31 246 0 21 Jan 2024
Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet Weizhe Chen Sven Koenig B. Dilkina LM&Ro LLMAG AI4CE 59 16 0 08 Jan 2024
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 22 136 0 16 Nov 2023
Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users Jennifer Dodgson Nanzheng Lin Julian Peh Akira Rafhael Janson Pattirane Alfath Daryl Alhajir Eko Ridho Dinarto Joseph Lim Syed Danyal Ahmad RALM 25 7 0 10 Nov 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 215 1,727 0 07 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 230 2,989 0 22 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
Emergence of Theory of Mind Collaboration in Multiagent Systems Luyao Yuan Zipeng Fu Linqi Zhou Kexin Yang Song-Chun Zhu 38 10 0 30 Sep 2021