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Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

7 June 2017

Pieter Abbeel

Papers citing "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

50 / 1,627 papers shown

Title
Reinforcement Learning Algorithms: An Overview and Classification Fadi AlMahamid Katarina Grolinger 39 45 0 29 Sep 2022
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning Filippos Christianos Georgios Papoudakis Stefano V. Albrecht 99 4 0 28 Sep 2022
MultiRoboLearn: An open-source Framework for Multi-robot Deep Reinforcement Learning Junfeng Chen Fuqin Deng Yuan Gao Junjie Hu Xiyue Guo Guanqi Liang Tin Lun Lam 68 7 0 28 Sep 2022
Multi-Agent Sequential Decision-Making via Communication Ziluo Ding Kefan Su Wei-xing Hong Liwen Zhu Tiejun Huang Zongqing Lu 40 1 0 26 Sep 2022
More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization Jiangxing Wang Deheng Ye Zongqing Lu OffRL 100 19 0 26 Sep 2022
MARLUI: Multi-Agent Reinforcement Learning for Adaptive UIs T. Langerak Sammy Christen Mert Albaba Christoph Gebhardt Otmar Hilliges OffRL 71 0 0 26 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 89 50 0 21 Sep 2022
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL Fengzhuo Zhang Boyi Liu Kaixin Wang Vincent Y. F. Tan Zhuoran Yang Zhaoran Wang OffRL LRM 102 10 0 20 Sep 2022
Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning Yuchen Xiao Weihao Tan Chris Amato OffRL 127 20 0 20 Sep 2022
Sample-Efficient Multi-Agent Reinforcement Learning with Demonstrations for Flocking Control Yunbo Qiu Yuzhu Zhan Yue Jin Jian Wang Xudong Zhang 78 6 0 17 Sep 2022
Sub-optimal Policy Aided Multi-Agent Reinforcement Learning for Flocking Control Yunbo Qiu Yue Jin Jian Wang Xudong Zhang 80 1 0 17 Sep 2022
MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning Kefan Su Siyuan Zhou Jiechuan Jiang Chuang Gan Xiangjun Wang Zongqing Lu OffRL 92 6 0 17 Sep 2022
A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems Sihong He Yue Wang Shuo Han Shaofeng Zou Fei Miao 68 12 0 17 Sep 2022
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees Zichuan Liu Zichuan Liu Zhi Wang Yuanyang Zhu Chunlin Chen 246 7 0 15 Sep 2022
Cooperation and Competition: Flocking with Evolutionary Multi-Agent Reinforcement Learning Yunxiao Guo Xinjia Xie Runhao Zhao Chenglan Zhu Jiangting Yin Han Long 56 3 0 10 Sep 2022
Joint Caching and Transmission in the Mobile Edge Network: A Multi-Agent Learning Approach Qirui Mi Ning Yang Haifeng Zhang Haijun Zhang Jun Wang 59 4 0 09 Sep 2022
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning Kai Cui Anam Tahir Gizem Ekinci Ahmed Elshamanhory Yannick Eich Mengguang Li Heinz Koeppl AI4CE 168 15 0 08 Sep 2022
Energy Management of Multi-mode Hybrid Electric Vehicles based on Hand-shaking Multi-agent Learning Mingya Hua Zhi Li Quan Zhou 64 2 0 06 Sep 2022
A New Approach to Training Multiple Cooperative Agents for Autonomous Driving Ruiyang Yang Siheng Li Beihong Jin 48 0 0 05 Sep 2022
A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space Hongzhi Hua Guixuan Wen Kaigui Wu 36 1 0 30 Aug 2022
Decentralized Coordination in Partially Observable Queueing Networks Jiekai Jia Anam Tahir Heinz Koeppl 81 1 0 29 Aug 2022
Battery and Hydrogen Energy Storage Control in a Smart Energy Network with Flexible Energy Demand using Deep Reinforcement Learning Cephas Samende Zhongbo Fan Jun Cao 23 13 0 26 Aug 2022
CH-MARL: A Multimodal Benchmark for Cooperative, Heterogeneous Multi-Agent Reinforcement Learning Vasu Sharma Prasoon Goyal Kaixiang Lin Govind Thattai Qiaozi Gao Gaurav Sukhatme 33 6 0 26 Aug 2022
Autonomous Unmanned Aerial Vehicle Navigation using Reinforcement Learning: A Systematic Review Fadi AlMahamid Katarina Grolinger 63 76 0 25 Aug 2022
Entropy Enhanced Multi-Agent Coordination Based on Hierarchical Graph Learning for Continuous Action Space Yining Chen Ke Wang Guang-hua Song Xiaohong Jiang 56 3 0 23 Aug 2022
Exploring Task-oriented Communication in Multi-agent System: A Deep Reinforcement Learning Approach Guojun He 53 0 0 22 Aug 2022
Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members Daphne Cornelisse Thomas Rood Mateusz Malinowski Yoram Bachrach Tal Kachman 60 10 0 18 Aug 2022
A Policy Resonance Approach to Solve the Problem of Responsibility Diffusion in Multiagent Reinforcement Learning Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Xiaolin Ai Wanmai Yuan 128 1 0 16 Aug 2022
Diversifying Message Aggregation in Multi-Agent Communication via Normalized Tensor Nuclear Norm Regularization Yuanzhao Zhai Kele Xu Bo Ding Dawei Feng Zijian Gao Huaimin Wang 61 0 0 10 Aug 2022
Reducing Exploitability with Population Based Training Pavel Czempin Adam Gleave AAML 82 6 0 10 Aug 2022
Ad Hoc Teamwork in the Presence of Adversaries Ted Fujimoto Samrat Chatterjee A. Ganguly 83 3 0 09 Aug 2022
Maximum Correntropy Value Decomposition for Multi-agent Deep Reinforcemen Learning Kai Liu Tianxian Zhang L. Kong 78 0 0 07 Aug 2022
Learning to Coordinate for a Worker-Station Multi-robot System in Planar Coverage Tasks Jing Tang Yuan Gao Tin Lun Lam 104 7 0 05 Aug 2022
Transferable Multi-Agent Reinforcement Learning with Dynamic Participating Agents Xuting Tang Jia Xu Shusen Wang 51 1 0 04 Aug 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 53 11 0 02 Aug 2022
Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL J. Kuba Xidong Feng Shiyao Ding Hao Dong Jun Wang Yaodong Yang 79 21 0 02 Aug 2022
A Model for Multi-Agent Heterogeneous Interaction Problems Christopher D. Hsu Mulugeta Haile Pratik Chaudhari AAML 70 0 0 02 Aug 2022
Cooperative Actor-Critic via TD Error Aggregation Martin Figura Yixuan Lin Ji Liu V. Gupta 63 1 0 25 Jul 2022
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki Avinash Mohan Aditya Gopalan Shie Mannor 84 3 0 19 Jul 2022
A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games Zihan Ding DiJia Su Qinghua Liu Chi Jin 86 3 0 18 Jul 2022
Stochastic Market Games Kyrill Schmid Lenz Belzner Robert Muller Johannes Tochtermann Claudia Linnhoff-Popien 47 5 0 15 Jul 2022
Scalable Model-based Policy Optimization for Decentralized Networked Systems Yali Du Chengdong Ma Yuchen Liu Runji Lin Hao Dong Jun Wang Yaodong Yang 85 10 0 13 Jul 2022
Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning as a Framework for Emergent Behavior H. Haeri Reza Ahmadzadeh Kshitij Jerath 59 10 0 12 Jul 2022
Towards Global Optimality in Cooperative MARL with the Transformation And Distillation Framework Jianing Ye Chenghao Li Jianhao Wang Chongjie Zhang 89 4 0 12 Jul 2022
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning Shunyu Liu Mingli Song Yihe Zhou Na Yu Kaixuan Chen Zunlei Feng Mingli Song 58 10 0 08 Jul 2022
VMAS: A Vectorized Multi-Agent Simulator for Collective Robot Learning Matteo Bettini Ryan Kortvelesy J. Blumenkamp Amanda Prorok 76 41 0 07 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
The StarCraft Multi-Agent Challenges+ : Learning of Multi-Stage Tasks and Environmental Factors without Precise Reward Functions Mingyu Kim Ji-Yun Oh Yongsik Lee Joonkee Kim S. Kim Song Chong Se-Young Yun 74 2 0 05 Jul 2022
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems Miguel Suau Jinke He Mustafa Mert cCelikok M. Spaan F. Oliehoek 80 1 0 01 Jul 2022
Towards Human-Agent Communication via the Information Bottleneck Principle Mycal Tucker J. Shah R. Levy Noga Zaslavsky 84 14 0 30 Jun 2022