Learning with Opponent-Learning Awareness

13 September 2017

Pieter Abbeel

Papers citing "Learning with Opponent-Learning Awareness"

50 / 307 papers shown

Title
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 40 1 0 28 Nov 2023
Reward Shaping for Improved Learning in Real-time Strategy Game Play John Kliem Prithviraj Dasgupta OffRL 19 1 0 27 Nov 2023
JaxMARL: Multi-Agent RL Environments in JAX Alex Rutherford Benjamin Ellis Matteo Gallici Jonathan Cook Andrei Lupu ... Bruno Lacerda Nick Hawes Tim Rocktaschel Chris Xiaoxuan Lu Jakob N. Foerster 36 20 0 16 Nov 2023
Cooperative AI via Decentralized Commitment Devices Xinyuan Sun Davide Crapis Matt Stephenson B. Monnot Thomas Thiery Jonathan Passerat-Palmbach 35 11 0 14 Nov 2023
Collaborative Adaptation: Learning to Recover from Unforeseen Malfunctions in Multi-Robot Teams Yasin Findik Paul Robinette Kshitij Jerath S. Ahmadzadeh 34 2 0 19 Oct 2023
Fact-based Agent modeling for Multi-Agent Reinforcement Learning Baofu Fang Caiming Zheng Hao Wang OffRL 16 0 0 18 Oct 2023
Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models Thuy Ngoc Nguyen D. Phan Cleotilde Gonzalez 11 7 0 18 Aug 2023
AI4GCC -- Track 3: Consumption and the Challenges of Multi-Agent RL Marco Jiralerspong Gauthier Gidel 14 0 0 09 Aug 2023
Towards More Human-like AI Communication: A Review of Emergent Communication Research Nicolo’ Brandizzi 47 12 0 01 Aug 2023
PIMbot: Policy and Incentive Manipulation for Multi-Robot Reinforcement Learning in Social Dilemmas Shahab Nikkhoo Zexin Li Aritra Samanta Yufei Li Cong Liu 38 6 0 29 Jul 2023
Meta-Value Learning: a General Framework for Learning with Learning Awareness Tim Cooijmans Milad Aghajohari Rameswar Panda 27 6 0 17 Jul 2023
RL $^3$ : Boosting Meta Reinforcement Learning via RL inside RL $^2$ Abhinav Bhatia Samer B. Nashed S. Zilberstein OffRL 25 0 0 28 Jun 2023
Mediated Multi-Agent Reinforcement Learning Dmitry Ivanov Ilya Zisman Kirill Chernyshev 30 8 0 14 Jun 2023
EMOTE: An Explainable architecture for Modelling the Other Through Empathy M. Senadeera Thommen Karimpanal George Sunil R. Gupta Stephan Jacobs Santu Rana 14 1 0 01 Jun 2023
Co-Learning Empirical Games and World Models Max O. Smith Michael P. Wellman 16 2 0 23 May 2023
Know your Enemy: Investigating Monte-Carlo Tree Search with Opponent Models in Pommerman Jannis Weil Johannes Czech Tobias Meuser Kristian Kersting 13 2 0 22 May 2023
Multi-Agent Reinforcement Learning: Methods, Applications, Visionary Prospects, and Challenges Ziyuan Zhou Guanjun Liu Ying-Si Tang 33 14 0 17 May 2023
Latent Interactive A2C for Improved RL in Open Many-Agent Systems Keyang He Prashant Doshi Bikramjit Banerjee OffRL 28 3 0 09 May 2023
Information Design in Multi-Agent Reinforcement Learning Yue Lin Wenhao Li H. Zha Baoxiang Wang 29 10 0 08 May 2023
Stackelberg Games for Learning Emergent Behaviors During Competitive Autocurricula Boling Yang Liyuan Zheng Lillian J. Ratliff Byron Boots Joshua R. Smith 33 3 0 04 May 2023
Decentralized Inference via Capability Type Structures in Cooperative Multi-Agent Systems Charles Jin Zhang-Wei Hong Farid Arthaud Idan Orzech Martin Rinard 31 0 0 27 Apr 2023
Should Collaborative Robots be Transparent? Shahabedin Sagheb Soham Gandhi Dylan P. Losey 35 1 0 23 Apr 2023
Adaptive Consensus Optimization Method for GANs Sachin Kumar Danisetty Santhosh Reddy Mylaram Pawan Kumar ODL 11 3 0 20 Apr 2023
MERMAIDE: Learning to Align Learners using Model-Based Meta-Learning Arundhati Banerjee Soham R. Phade Stefano Ermon Stephan Zheng OffRL 22 1 0 10 Apr 2023
Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning Ariyan Bighashdel Daan de Geus P. Jancura Gijs Dubbelman OffRL LRM 13 1 0 04 Apr 2023
Coordinating Fully-Cooperative Agents Using Hierarchical Learning Anticipation Ariyan Bighashdel Daan de Geus P. Jancura Gijs Dubbelman 21 1 0 15 Mar 2023
Learning Adaptable Risk-Sensitive Policies to Coordinate in Multi-Agent General-Sum Games Ziyi Liu Yongchun Fang 22 1 0 14 Mar 2023
Learning to Influence Human Behavior with Offline Reinforcement Learning Joey Hong Sergey Levine Anca Dragan OffRL AI4CE 32 0 0 03 Mar 2023
IQ-Flow: Mechanism Design for Inducing Cooperative Behavior to Self-Interested Agents in Sequential Social Dilemmas Bengisu Guresti Abdullah Vanlioglu N. K. Üre 18 5 0 28 Feb 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
Off-Policy Evaluation for Action-Dependent Non-Stationary Environments Yash Chandak Shiv Shankar Nathaniel D. Bastian Bruno Castro da Silva Emma Brunskil Philip S. Thomas OffRL 44 6 0 24 Jan 2023
ApproxED: Approximate exploitability descent via learned best responses Carlos Martin T. Sandholm 32 0 0 20 Jan 2023
Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning Elizaveta Tennant Stephen Hailes Mirco Musolesi 11 17 0 20 Jan 2023
A Survey of Meta-Reinforcement Learning Jacob Beck Risto Vuorio E. Liu Zheng Xiong L. Zintgraf Chelsea Finn Shimon Whiteson OOD OffRL 37 122 0 19 Jan 2023
Learning to Participate through Trading of Reward Shares Michael Kölle Tim Matheis Philipp Altmann Kyrill Schmid 26 7 0 18 Jan 2023
Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games Chun Kai Ling J. Zico Kolter Fei Fang 35 0 0 29 Dec 2022
Anticipatory Fictitious Play Alex Cloud Albert Wang W. Kerr 9 1 0 20 Dec 2022
Learning Latent Representations to Co-Adapt to Humans Sagar Parekh Dylan P. Losey 20 12 0 19 Dec 2022
Similarity-based cooperative equilibrium Caspar Oesterheld Johannes Treutlein Roger C. Grosse Vincent Conitzer Jakob N. Foerster 15 6 0 26 Nov 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
Learning-based social coordination to improve safety and robustness of cooperative autonomous vehicles in mixed traffic Rodolfo Valiente Behrad Toghi Mahdi Razzaghpour Ramtin Pedarsani Y. P. Fallah 24 4 0 22 Nov 2022
Decision-making with Speculative Opponent Models Jing-rong Sun Shuo Chen Cong Zhang Yining Ma Jie Zhang 28 1 0 22 Nov 2022
Value-based CTDE Methods in Symmetric Two-team Markov Game: from Cooperation to Team Competition Pascal Leroy J. Pisane D. Ernst 25 3 0 21 Nov 2022
Adversarial Cheap Talk Chris Xiaoxuan Lu Timon Willi Alistair Letcher Jakob N. Foerster AAML 24 17 0 20 Nov 2022
Recursive Reasoning in Minimax Games: A Level $k$ Gradient Play Method Zichuan Liu Lacra Pavel LRM 31 2 0 29 Oct 2022
Game-Theoretical Perspectives on Active Equilibria: A Preferred Solution Concept over Nash Equilibria Dong-Ki Kim Matthew D Riemer Miao Liu Jakob N. Foerster Gerald Tesauro Jonathan P. How 25 3 0 28 Oct 2022
Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning Shijie Han Siyuan Li Bo An Wei Zhao P. Liu 35 0 0 24 Oct 2022
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables Mengdi Xu Peide Huang Yaru Niu Visak C. V. Kumar Jielin Qiu ... Kuan-Hui Lee Xuewei Qi H. Lam Bo-wen Li Ding Zhao OOD 67 9 0 21 Oct 2022
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning M. Gerstgrasser David C. Parkes OffRL 26 19 0 19 Oct 2022