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Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning

12 June 2020

Papers citing "Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning"

41 / 91 papers shown

Title
Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning Sebastian Peitz J. Stenner V. Chidananda Oliver Wallscheid Steven L. Brunton Kunihiko Taira AI4CE 69 19 0 25 Jan 2023
Opponent-aware Role-based Learning in Team Competitive Markov Games Paramita Koley Aurghya Maiti Niloy Ganguly Sourangshu Bhattacharya 71 1 0 14 Jan 2023
Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework Zongwei Liu Yonghong Song Yuanlin Zhang OffRL 75 3 0 10 Jan 2023
Self-Motivated Multi-Agent Exploration Shaowei Zhang Jiahan Cao Lei Yuan Yang Yu De-Chuan Zhan 89 5 0 05 Jan 2023
Scalable Multi-Agent Reinforcement Learning for Warehouse Logistics with Robotic and Human Co-Workers Aleksandar Krnjaic Raul D. Steleac Jonathan D. Thomas Georgios Papoudakis Lukas Schafer ... Kuan-Ho Lao Murat Cubuktepe Matthew Haley Peter Borsting Stefano V. Albrecht OffRL 86 18 0 22 Dec 2022
Learning Latent Representations to Co-Adapt to Humans Sagar Parekh Dylan P. Losey 92 12 0 19 Dec 2022
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning Qiangxing Tian Kun Kuang Furui Liu Baoxiang Wang OffRL 73 11 0 28 Nov 2022
A Multi-Agent Approach for Adaptive Finger Cooperation in Learning-based In-Hand Manipulation Lingfeng Tao Jiucai Zhang Michael Bowman Xiaoli Zhang 67 6 0 11 Oct 2022
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library Siyi Hu Yifan Zhong Minquan Gao Weixun Wang Hao Dong Xiaodan Liang Zhihui Li Xiaojun Chang Yaodong Yang 99 17 0 11 Oct 2022
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning Filippos Christianos Georgios Papoudakis Stefano V. Albrecht 82 4 0 28 Sep 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 84 50 0 21 Sep 2022
Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction Taher Jafferjee Juliusz Ziomek Tianpei Yang Zipeng Dai Jianhong Wang Matthew E. Taylor Kun Shao Jun Wang D. Mguni 64 1 0 02 Sep 2022
Deep Reinforcement Learning for Multi-Agent Interaction I. Ahmed Cillian Brewitt Ignacio Carlucho Filippos Christianos Mhairi Dunion ... Lukas Schafer Massimiliano Tamborski Giuseppe Vecchio Cheng Wang Stefano V. Albrecht DRL AI4CE 46 11 0 02 Aug 2022
A Survey of Learning on Small Data: Generalization, Optimization, and Challenge Xiaofeng Cao Weixin Bu Sheng-Jun Huang Minling Zhang Ivor W. Tsang Yew-Soon Ong James T. Kwok 90 1 0 29 Jul 2022
Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning Lukas Schafer Filippos Christianos Amos Storkey Stefano V. Albrecht 51 7 0 05 Jul 2022
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer Jeewon Jeon Woojun Kim Whiyoung Jung Young-Jin Sung 70 35 0 20 Jun 2022
Logic-based Reward Shaping for Multi-Agent Reinforcement Learning Ingy Elsayed-Aly Lu Feng 48 2 0 17 Jun 2022
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning Wei Fu Chao Yu Zelai Xu Jiaqi Yang Yi Wu 100 35 0 15 Jun 2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS Eleni Nisioti Matéo Mahaut Pierre-Yves Oudeyer Ida Momennejad Clément Moulin-Frier 87 10 0 10 Jun 2022
Learning Generalizable Risk-Sensitive Policies to Coordinate in Decentralized Multi-Agent General-Sum Games Ziyi Liu Xian Guo Yongchun Fang 114 0 0 31 May 2022
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems Ho Long Fung Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi 94 7 0 25 May 2022
Toward Policy Explanations for Multi-Agent Reinforcement Learning Kayla Boggess Sarit Kraus Lu Feng 65 20 0 26 Apr 2022
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning Pascal Weber Daniel Wälchli Mustafa Zeqiri Petros Koumoutsakos CLL OffRL 64 7 0 24 Mar 2022
The Multi-Agent Pickup and Delivery Problem: MAPF, MARL and Its Warehouse Applications Tim Tsz-Kit Lau B. Sengupta 50 4 0 14 Mar 2022
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment Diogo S. Carvalho B. Sengupta 57 2 0 06 Mar 2022
Federated Reinforcement Learning for Collective Navigation of Robotic Swarms Seongin Na Tomáš Rouček Jiří Ulrich Jan Pikman T. Krajník Barry Lennox F. Arvin 61 34 0 02 Feb 2022
Learning Collective Action under Risk Diversity Ramona Merhej Fernando P. Santos Francisco S. Melo Mohamed Chetouani Francisco C. Santos 18 1 0 30 Jan 2022
Offsetting Unequal Competition through RL-assisted Incentive Schemes Paramita Koley Aurghya Maiti Sourangshu Bhattacharya Niloy Ganguly 60 1 0 05 Jan 2022
Collaboration Promotes Group Resilience in Multi-Agent AI Sarah Keren M. Gerstgrasser Ofir Abu J. Rosenschein 35 0 0 12 Nov 2021
LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates Jiahan Cao Lei Yuan Jianhao Wang Shaowei Zhang Chongjie Zhang Yang Yu De-Chuan Zhan 99 20 0 26 Sep 2021
Regularize! Don't Mix: Multi-Agent Reinforcement Learning without Explicit Centralized Structures Chapman Siu Jason M. Traish R. Xu OffRL 21 0 0 19 Sep 2021
Greedy UnMixing for Q-Learning in Multi-Agent Reinforcement Learning Chapman Siu Jason M. Traish R. Xu 65 2 0 19 Sep 2021
Cooperative Exploration for Multi-Agent Deep Reinforcement Learning Iou-Jen Liu Unnat Jain Raymond A. Yeh Alex Schwing 99 104 0 23 Jul 2021
Learning Altruistic Behaviours in Reinforcement Learning without External Rewards Tim Franzmeyer Mateusz Malinowski João F. Henriques 56 8 0 20 Jul 2021
Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration Lukas Schafer Filippos Christianos Josiah P. Hanna Stefano V. Albrecht 92 23 0 19 Jul 2021
Mava: a research library for distributed multi-agent reinforcement learning in JAX Arnu Pretorius Kale-ab Tessera St John Grimbly Kevin Eloff Lawrence Francis Claude Formanek Andries P. Smit Alexandre Laterre 119 13 0 03 Jul 2021
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning Chenghao Li Tonghan Wang Chengjie Wu Qianchuan Zhao Jun Yang Chongjie Zhang 72 146 0 04 Jun 2021
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing Filippos Christianos Georgios Papoudakis Arrasy Rahman Stefano V. Albrecht 81 119 0 15 Feb 2021
Towards Understanding Asynchronous Advantage Actor-critic: Convergence and Linear Speedup Han Shen Kai Zhang Min-Fong Hong Tianyi Chen 67 30 0 31 Dec 2020
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning Arrasy Rahman Niklas Höpner Filippos Christianos Stefano V. Albrecht 73 58 0 18 Jun 2020
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks Georgios Papoudakis Filippos Christianos Lukas Schafer Stefano V. Albrecht OffRL 105 233 0 14 Jun 2020