Social diversity and social preferences in mixed-motive reinforcement learning

6 February 2020

Kevin R. McKee

I. Gemp

Brian McWilliams

Edgar A. Duénez-Guzmán

Edward Hughes

Joel Z Leibo

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Papers citing "Social diversity and social preferences in mixed-motive reinforcement learning"

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Role Play: Learning Adaptive Role-Specific Strategies in Multi-Agent Interactions Weifan Long Wen Wen Peng Zhai Lihua Zhang 31 0 0 02 Nov 2024
Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners Wen Zheng Terence Ng Jianda Chen Sinno Jialin Pan Tianwei Zhang 41 0 0 16 Oct 2024
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games Fanqi Kong Yizhe Huang Song-Chun Zhu Siyuan Qi Xue Feng 31 2 0 10 Oct 2024
Moral Alignment for LLM Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 45 1 0 02 Oct 2024
Cooperative bots exhibit nuanced effects on cooperation across strategic frameworks Zehua Si Zhixue He Chen Shen Jun Tanimoto 42 2 0 21 Jun 2024
Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning Xinran Li Zifan Liu Shibo Chen Jun Zhang 37 2 0 28 May 2024
Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 23 2 0 07 Mar 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 50 7 0 27 Feb 2024
Aligning Individual and Collective Objectives in Multi-Agent Cooperation Yang Li Wenhao Zhang Jianhong Wang Shao Zhang Yali Du Ying Wen Wei Pan 26 1 0 19 Feb 2024
From Centralized to Self-Supervised: Pursuing Realistic Multi-Agent Reinforcement Learning Violet Xiang Logan Cross Jan-Philipp Fränken Nick Haber 26 0 0 14 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 38 16 0 08 Dec 2023
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents Xuhui Zhou Hao Zhu Leena Mathur Ruohong Zhang Haofei Yu ... Louis-Philippe Morency Yonatan Bisk Daniel Fried Graham Neubig Maarten Sap LLMAG 36 118 0 18 Oct 2023
Quantifying Agent Interaction in Multi-agent Reinforcement Learning for Cost-efficient Generalization Yuxin Chen Chen Tang Ran Tian Chenran Li Jinning Li Masayoshi Tomizuka Wei Zhan 42 3 0 11 Oct 2023
Towards a Better Understanding of Learning with Multiagent Teams David Radke Kate Larson Timothy B. Brecht Kyle Tilbury LLMAG 30 3 0 28 Jun 2023
Networked Communication for Decentralised Agents in Mean-Field Games Patrick Benjamin Alessandro Abate FedML 40 2 0 05 Jun 2023
Heterogeneous Value Alignment Evaluation for Large Language Models Zhaowei Zhang Ceyao Zhang N. Liu Siyuan Qi Ziqi Rong Song-Chun Zhu Shuguang Cui Yaodong Yang 43 6 0 26 May 2023
Information Design in Multi-Agent Reinforcement Learning Yue Lin Wenhao Li H. Zha Baoxiang Wang 29 10 0 08 May 2023
Heterogeneous Social Value Orientation Leads to Meaningful Diversity in Sequential Social Dilemmas Udari Madhushani Kevin R. McKee J. Agapiou Joel Z Leibo Richard Everett Thomas W. Anthony Edward Hughes K. Tuyls Edgar A. Duénez-Guzmán 41 2 0 01 May 2023
Learning to Learn Group Alignment: A Self-Tuning Credo Framework with Multiagent Teams David Radke Kyle Tilbury 24 1 0 14 Apr 2023
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments R. Loftin M. Çelikok H. V. Hoof Samuel Kaski F. Oliehoek 32 1 0 07 Feb 2023
Learning Roles with Emergent Social Value Orientations Wenhao Li Xiangfeng Wang Bo Jin J. Lu H. Zha 18 3 0 31 Jan 2023
Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning Elizaveta Tennant Stephen Hailes Mirco Musolesi 9 17 0 20 Jan 2023
Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning M. Ibrahim Ammar Fayad 30 1 0 14 Dec 2022
Melting Pot 2.0 J. Agapiou A. Vezhnevets Edgar A. Duénez-Guzmán Jayd Matyas Yiran Mao ... Sukhdeep Singh Julia Haas Igor Mordatch D. Mobbs Joel Z Leibo 33 31 0 24 Nov 2022
Proximal Learning With Opponent-Learning Awareness S. Zhao Chris Xiaoxuan Lu Roger C. Grosse Jakob N. Foerster 34 21 0 18 Oct 2022
Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments I. Gemp Thomas W. Anthony Yoram Bachrach Avishkar Bhoopchand Kalesha Bullard ... Florian Strub Andrea Tacchetti Eugene Tarassov Zhe Wang K. Tuyls LLMAG AI4CE 41 3 0 22 Sep 2022
Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning as a Framework for Emergent Behavior H. Haeri Reza Ahmadzadeh Kshitij Jerath 25 10 0 12 Jul 2022
Exploring the Benefits of Teams in Multiagent Learning David Radke Kate Larson Timothy B. Brecht AI4TS 34 10 0 04 May 2022
The Importance of Credo in Multiagent Learning David Radke Kate Larson Timothy B. Brecht 32 11 0 15 Apr 2022
Learning Robust Real-Time Cultural Transmission without Human Data Cultural General Intelligence Team Avishkar Bhoopchand Bethanie Brownfield Adrian Collister Agustin Dal Lago ... Alex Platonov Evan Senter Sukhdeep Singh Alexander Zacherl Lei M. Zhang VLM 46 11 0 01 Mar 2022
Warmth and competence in human-agent cooperation Kevin R. McKee Xuechunzi Bai S. Fiske 35 26 0 31 Jan 2022
Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria Kavya Kopparapu Edgar A. Duénez-Guzmán Jayd Matyas A. Vezhnevets J. Agapiou Kevin R. McKee Richard Everett J. Marecki Joel Z Leibo T. Graepel 14 7 0 05 Jan 2022
Improved cooperation by balancing exploration and exploitation in intertemporal social dilemma tasks Zhenbo Cheng Xingguang Liu Leilei Zhang Hangcheng Meng Qin Li Gang Xiao 4 1 0 19 Oct 2021
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 124 161 0 15 Oct 2021
Pick Your Battles: Interaction Graphs as Population-Level Objectives for Strategic Diversity M. Garnelo Wojciech M. Czarnecki Siqi Liu Dhruva Tirumala Junhyuk Oh Gauthier Gidel H. V. Hasselt David Balduzzi 32 25 0 08 Oct 2021
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Joel Z Leibo Edgar A. Duénez-Guzmán A. Vezhnevets J. Agapiou P. Sunehag Raphael Köster Jayd Matyas Charlie Beattie Igor Mordatch T. Graepel OffRL 58 103 0 14 Jul 2021
Deep Multiagent Reinforcement Learning: Challenges and Directions Annie Wong Thomas Bäck Anna V. Kononova Aske Plaat AI4CE 34 87 0 29 Jun 2021
A learning agent that acquires social norms from public sanctions in decentralized multi-agent settings Eugene Vinitsky Raphael Köster J. Agapiou Edgar A. Duénez-Guzmán A. Vezhnevets Joel Z Leibo 27 37 0 16 Jun 2021
Deception in Social Learning: A Multi-Agent Reinforcement Learning Perspective P. Chelarescu 19 7 0 09 Jun 2021
A multi-agent reinforcement learning model of reputation and cooperation in human groups Kevin R. McKee Edward Hughes Tina Zhu Martin Chadwick Raphael Köster Antonio García Castañeda Charlie Beattie T. Graepel M. Botvinick Joel Z Leibo 6 6 0 08 Mar 2021
Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization Zhen-Yu Tang Chao Yu Boyuan Chen Huazhe Xu Xiaolong Wang Fei Fang S. Du Yu Wang Yi Wu 41 52 0 08 Mar 2021
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning Kevin R. McKee Joel Z Leibo Charlie Beattie Richard Everett 50 31 0 16 Feb 2021
Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning Wenhao Li Xiangfeng Wang Bo Jin Junjie Sheng Yun Hua H. Zha 11 4 0 09 Feb 2021
Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences Bowen Baker LRM 15 33 0 10 Nov 2020
Model-free conventions in multi-agent reinforcement learning with heterogeneous preferences Raphael Köster Kevin R. McKee Richard Everett Laura Weidinger William S. Isaac Edward Hughes Edgar A. Duénez-Guzmán T. Graepel M. Botvinick Joel Z Leibo 24 22 0 18 Oct 2020
Provable Fictitious Play for General Mean-Field Games Qiaomin Xie Zhuoran Yang Zhaoran Wang Andreea Minca 16 18 0 08 Oct 2020
D3C: Reducing the Price of Anarchy in Multi-Agent Learning I. Gemp Kevin R. McKee Richard Everett Edgar A. Duénez-Guzmán Yoram Bachrach David Balduzzi Andrea Tacchetti 9 17 0 01 Oct 2020
The Emergence of Individuality Jiechuan Jiang Zongqing Lu 23 34 0 10 Jun 2020