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 / 546 papers shown

Title
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks Yun Qu Boyuan Wang Jianzhun Shao Yuhang Jiang Chen Chen ... Qiang Fu Wei Yang Guang Yang Lanxiao Huang Xiangyang Ji OffRL 54 9 0 20 Aug 2024
SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning Jianye Xu Pan Hu Bassam Alrifaee 44 5 0 14 Aug 2024
ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems Yi Zhang Ruihong Qiu Jiajun Liu Sen Wang OffRL 21 0 0 18 Jul 2024
Simplifying Deep Temporal Difference Learning Matteo Gallici Mattie Fellows Benjamin Ellis B. Pou Ivan Masmitja Jakob Foerster Mario Martin OffRL 62 15 0 05 Jul 2024
Coordination Failure in Cooperative Offline MARL C. Tilbury Claude Formanek Louise Beyers Jonathan P. Shock Arnu Pretorius OffRL 38 1 0 01 Jul 2024
Multi-agent Cooperative Games Using Belief Map Assisted Training Qinwei Huang Chen Luo Alex B. Wu Simon Khan Hai Helen Li Qinru Qiu 36 0 0 27 Jun 2024
The Overcooked Generalisation Challenge Constantin Ruhdorfer Matteo Bortoletto Anna Penzkofer Andreas Bulling 48 4 0 25 Jun 2024
An Imitative Reinforcement Learning Framework for Autonomous Dogfight Siyuan Li Rongchang Zuo Peng Liu Yingnan Zhao Yingnan Zhao 43 1 0 17 Jun 2024
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation Claude Formanek C. Tilbury Louise Beyers Jonathan P. Shock Arnu Pretorius OffRL 39 1 0 13 Jun 2024
Carbon Market Simulation with Adaptive Mechanism Design Han Wang Wenhao Li Hongyuan Zha Baoxiang Wang 27 3 0 12 Jun 2024
Multi-agent Reinforcement Learning with Deep Networks for Diverse Q-Vectors Zhenglong Luo Zhiyong Chen James Welsh 30 1 0 12 Jun 2024
Inductive Generalization in Reinforcement Learning from Specifications Vignesh Subramanian Rohit Kushwah Subhajit Roy Suguman Bansal OffRL 38 0 0 05 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning Hyungho Na IL-Chul Moon 43 1 0 30 May 2024
Normative Modules: A Generative Agent Architecture for Learning Norms that Supports Multi-Agent Cooperation Atrisha Sarkar Andrei Ioan Muresanu Carter Blair Aaryam Sharma Rakshit S Trivedi Gillian K Hadfield 45 1 0 29 May 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
POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning Chang Huang Junqiao Zhao Shatong Zhu Hongtu Zhou Chen Ye T. Feng Changjun Jiang 28 0 0 13 May 2024
A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning Zun Li Michael P. Wellman 34 1 0 30 Apr 2024
Multi-Agent Synchronization Tasks Rolando Fernandez Garrett A. Warnell Derrik E. Asher Peter Stone 30 0 0 29 Apr 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories Ning Yang Shuo Chen Haijun Zhang Randall Berry OffRL 29 6 0 22 Apr 2024
A survey of air combat behavior modeling using machine learning Patrick Ribu Gorton Andreas Strand K. Brathen AI4CE 32 8 0 22 Apr 2024
Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution Yidong Bai Toshiharu Sugawara OffRL 23 0 0 19 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 48 12 0 16 Apr 2024
Effective Reinforcement Learning Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 40 0 0 15 Apr 2024
ROMA-iQSS: An Objective Alignment Approach via State-Based Value Learning and ROund-Robin Multi-Agent Scheduling Chi-Hui Lin Joewie J. Koh A. Roncone Lijun Chen 34 0 0 05 Apr 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 38 4 0 05 Apr 2024
Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks Xingran Chen Navid Naderializadeh Alejandro Ribeiro Shirin Saeedi Bidokhti 93 1 0 04 Apr 2024
Task-priority Intermediated Hierarchical Distributed Policies: Reinforcement Learning of Adaptive Multi-robot Cooperative Transport Yusei Naito Tomohiko Jimbo Tadashi Odashima Takamitsu Matsubara 36 1 0 02 Apr 2024
Network-Assisted Full-Duplex Cell-Free mmWave Networks: Hybrid MIMO Processing and Multi-Agent DRL-Based Power Allocation Q. Fan Yu Zhang Jiamin Li Dongmin Wang Hongbiao Zhang Xiaohu You 16 1 0 31 Mar 2024
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification Yiqun Chen Jiaxin Mao Yi Zhang Dehong Ma Long Xia Jun Fan Daiting Shi Zhicong Cheng Simiu Gu Dawei Yin 21 2 0 26 Mar 2024
MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment Ziyan Xiong Bo Chen Shiyu Huang Weijuan Tu Zhaofeng He Yang Gao 37 4 0 24 Mar 2024
Independent RL for Cooperative-Competitive Agents: A Mean-Field Perspective Muhammad Aneeq uz Zaman Alec Koppel Mathieu Laurière Tamer Basar 39 3 0 17 Mar 2024
Scaling Team Coordination on Graphs with Reinforcement Learning Manshi Limbu Zechen Hu Xuan Wang Daigo Shishika Xuesu Xiao 26 4 0 09 Mar 2024
Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning Zida Wu Mathieu Lauriere Samuel Jia Cong Chua M. Geist Olivier Pietquin Ankur M. Mehta 34 5 0 06 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 47 0 0 04 Mar 2024
Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning G. dÉon N. Newman Kevin Leyton-Brown 32 0 0 29 Feb 2024
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Zemuy Tesfay Gebrekidan Sebastian Stein Timothy J. Norman 21 4 0 18 Feb 2024
Symmetry-Breaking Augmentations for Ad Hoc Teamwork Ravi Hammond Dustin Craggs Mingyu Guo Jakob Foerster Ian Reid 29 1 0 15 Feb 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing Haobin Jiang Ziluo Ding Zongqing Lu 24 2 0 03 Feb 2024
Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning Xin Yu Rongye Shi Pu Feng Yongkai Tian Simin Li Shuhao Liao Wenjun Wu 32 9 0 30 Dec 2023
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay Atanasov Eduardo Montijano C. Sagüés 31 3 0 30 Dec 2023
Adaptive trajectory-constrained exploration strategy for deep reinforcement learning Guojian Wang Faguo Wu Xiao Zhang Ning Guo Zhiming Zheng 30 3 0 27 Dec 2023
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles Ruoqi Wen Jiahao Huang Rongpeng Li Guoru Ding Zhifeng Zhao 37 1 0 21 Dec 2023
Multi-agent reinforcement learning using echo-state network and its application to pedestrian dynamics Hisato Komatsu 11 1 0 19 Dec 2023
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects Min Hua Dong Chen Xinda Qi Kun Jiang Z. Liu Quan Zhou Hongming Xu 26 10 0 18 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning Xiao Du Yutong Ye Peng Zhang Yaning Yang Mingsong Chen Ting Wang 35 4 0 15 Dec 2023
Adaptive parameter sharing for multi-agent reinforcement learning Dapeng Li Na Lou Bin Zhang Zhiwei Xu Guoliang Fan 27 3 0 14 Dec 2023
BenchMARL: Benchmarking Multi-Agent Reinforcement Learning Matteo Bettini Amanda Prorok Vincent Moens OffRL 34 15 0 03 Dec 2023
Learning to Cooperate and Communicate Over Imperfect Channels Jannis Weil Gizem Ekinci Heinz Koeppl Tobias Meuser 18 0 0 24 Nov 2023
Directly Attention Loss Adjusted Prioritized Experience Replay Zhuoying Chen Huiping Li Zhaoxu Wang 26 1 0 24 Nov 2023