Learning with Opponent-Learning Awareness

13 September 2017

Pieter Abbeel

Papers citing "Learning with Opponent-Learning Awareness"

50 / 307 papers shown

Title
Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Lang Feng Jiahao Lin Dong Xing Li Zhang De Ma Gang Pan 18 0 0 16 May 2025
Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration Andreas Kontogiannis Konstantinos Papathanasiou Yi Shen Giorgos Stamou Michael M. Zavlanos G. Vouros 38 0 0 08 May 2025
Peer-Aware Cost Estimation in Nonlinear General-Sum Dynamic Games for Mutual Learning and Intent Inference Seyed Yousef Soltanian Wenlong Zhang 32 0 0 23 Apr 2025
PACE: A Framework for Learning and Control in Linear Incomplete-Information Differential Games Seyed Yousef Soltanian Wenlong Zhang 29 0 0 23 Apr 2025
A Unified Framework for Robots that Influence Humans over Long-Term Interaction Shahabedin Sagheb Sagar Parekh Ravi Pandya Ye-Ji Mun Katherine Driggs-Campbell Andrea V. Bajcsy Dylan P. Losey 47 0 0 18 Mar 2025
Alignment, Agency and Autonomy in Frontier AI: A Systems Engineering Perspective Krti Tallam 41 2 0 20 Feb 2025
MADiff: Offline Multi-agent Learning with Diffusion Models Zhengbang Zhu Minghuan Liu Liyuan Mao Bingyi Kang Minkai Xu Yong Yu Stefano Ermon Weinan Zhang DiffM OffRL 88 34 0 03 Jan 2025
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization Michael Kolle Felix Topp Thomy Phan Philipp Altmann Jonas Nusslein Claudia Linnhoff-Popien AI4CE 59 5 0 03 Jan 2025
Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics Neil De La Fuente Miquel Noguer i Alonso Guim Casadellà 36 0 0 31 Dec 2024
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference Matthew D Riemer G. Subbaraj Glen Berseth Irina Rish OffRL 79 1 0 18 Dec 2024
Neural Interactive Proofs Lewis Hammond Sam Adam-Day AAML 89 2 0 12 Dec 2024
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
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 47 0 0 01 Nov 2024
Predicting Future Actions of Reinforcement Learning Agents Stephen Chung Scott Niekum David M. Krueger 29 1 0 29 Oct 2024
Multi-agent cooperation through learning-aware policy gradients Alexander Meulemans Seijin Kobayashi J. Oswald Nino Scherrer Eric Elmoznino Blake A. Richards Guillaume Lajoie Blaise Agüera y Arcas João Sacramento 48 0 0 24 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
XP-MARL: Auxiliary Prioritization in Multi-Agent Reinforcement Learning to Address Non-Stationarity Jianye Xu Omar Sobhy Bassam Alrifaee 40 2 0 18 Sep 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 31 9 0 04 Sep 2024
Managing multiple agents by automatically adjusting incentives Shunichi Akatsuka Yaemi Teramoto Rameswar Panda 23 0 0 03 Sep 2024
JacNet: Learning Functions with Structured Jacobians Jonathan Lorraine Safwan Hossain 48 6 0 23 Aug 2024
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 92 3 0 20 Aug 2024
In-Context Exploiter for Extensive-Form Games Shuxin Li Chang Yang Youzhi Zhang Pengdeng Li Xinrun Wang Xiao Huang Hau Chan Bo An 29 0 0 10 Aug 2024
Environment Complexity and Nash Equilibria in a Sequential Social Dilemma Mustafa Yasir Andrew Howes V. Mavroudis Chris Hicks 37 0 0 04 Aug 2024
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization Michael Kolle Karola Schneider Sabrina Egger Felix Topp Thomy Phan Philipp Altmann Jonas Nusslein Claudia Linnhoff-Popien 54 0 0 30 Jul 2024
Relational Q-Functionals: Multi-Agent Learning to Recover from Unforeseen Robot Malfunctions in Continuous Action Domains Yasin Findik Paul Robinette Kshitij Jerath Reza Azadeh 36 1 0 27 Jul 2024
Principal-Agent Reinforcement Learning Dima Ivanov Paul Dutting Inbal Talgam-Cohen Tonghan Wang David C. Parkes 42 3 0 25 Jul 2024
Learning to Steer Markovian Agents under Model Uncertainty Jiawei Huang Vinzenz Thoma Zebang Shen H. Nax Niao He 43 2 0 14 Jul 2024
Advantage Alignment Algorithms Juan Agustin Duque Milad Aghajohari Tim Cooijmans Tianyu Zhang Rameswar Panda Gauthier Gidel Aaron Courville 28 0 0 20 Jun 2024
The Benefits of Power Regularization in Cooperative Reinforcement Learning Michelle Li Michael Dennis 41 3 0 17 Jun 2024
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning Yizhe Huang Guy Van den Broeck Fanqi Kong Yaodong Yang Song-Chun Zhu Xue Feng 39 3 0 12 Jun 2024
Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation Mohidul Haque Mridul Mohammad Foysal Khan Redwan Ahmed Rizvee Md. Mosaddek Khan AAML 16 0 0 10 Jun 2024
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents John L. Zhou Weizhe Hong Jonathan C. Kao 30 0 0 03 Jun 2024
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels Alexander C. DeRieux Walid Saad 46 1 0 24 May 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 40 21 0 14 May 2024
Beyond Theorems: A Counterexample to Potential Markov Game Criteria Fatemeh Fardno S. Zahedi 52 0 0 13 May 2024
Detecting and Deterring Manipulation in a Cognitive Hierarchy Nitay Alon Lion Schulz J. Barnby J. Rosenschein Peter Dayan Peter Dayan 28 1 0 03 May 2024
LOQA: Learning with Opponent Q-Learning Awareness Milad Aghajohari Juan Agustin Duque Tim Cooijmans Rameswar Panda 38 3 0 02 May 2024
N-Agent Ad Hoc Teamwork C. Wang Arrasy Rahman Ishan Durugkar Elad Liebman Peter Stone 39 2 0 16 Apr 2024
Best Response Shaping Milad Aghajohari Tim Cooijmans Juan Agustin Duque Shunichi Akatsuka Rameswar Panda 25 2 0 05 Apr 2024
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange Philipp Altmann Katharina Winter Michael Kolle Maximilian Zorn Thomy Phan Claudia Linnhoff-Popien 47 0 0 04 Apr 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
Analysing the Sample Complexity of Opponent Shaping Kitty Fung Qizhen Zhang Chris Xiaoxuan Lu Jia Wan Timon Willi Jakob N. Foerster 28 0 0 08 Feb 2024
The Danger Of Arrogance: Welfare Equilibra As A Solution To Stackelberg Self-Play In Non-Coincidental Games Jake Levi Chris Xiaoxuan Lu Timon Willi Christian Schroeder de Witt Jakob N. Foerster 30 0 0 02 Feb 2024
Emergent Dominance Hierarchies in Reinforcement Learning Agents Ram Rachum Yonatan Nakar Bill Tomlinson Nitay Alon Reuth Mirsky 30 0 0 21 Jan 2024
Scaling Opponent Shaping to High Dimensional Games Akbir Khan Timon Willi Newton Kwan Andrea Tacchetti Chris Xiaoxuan Lu Edward Grefenstette Tim Rocktaschel Jakob N. Foerster 38 10 0 19 Dec 2023
Leading the Pack: N-player Opponent Shaping Alexandra Souly Timon Willi Akbir Khan Robert Kirk Chris Xiaoxuan Lu Edward Grefenstette Tim Rocktaschel 45 3 0 19 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 38 31 0 08 Dec 2023
Value Approximation for Two-Player General-Sum Differential Games with State Constraints Lei Zhang Mukesh Ghimire Wenlong Zhang Zhenni Xu Yi Ren 29 3 0 28 Nov 2023