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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
Adaptive Multi-Agent Deep Reinforcement Learning for Timely Healthcare Interventions T. Shaik Xiaohui Tao Lin Li Haoran Xie Hongning Dai Jianming Yong OffRL 71 3 0 20 Sep 2023
MindAgent: Emergent Gaming Interaction Ran Gong Qiuyuan Huang Xiaojian Ma Hoi Vo Zane Durante ... Zilong Zheng Song-Chun Zhu Demetri Terzopoulos Fei-Fei Li Jianfeng Gao LM&Ro 175 69 0 18 Sep 2023
Characterizing Speed Performance of Multi-Agent Reinforcement Learning Samuel Wiggins Yuan Meng Rajgopal Kannan Viktor Prasanna 134 3 0 13 Sep 2023
Attention Loss Adjusted Prioritized Experience Replay Zhuoying Chen Huiping Li Rizhong Wang 53 2 0 13 Sep 2023
Leveraging World Model Disentanglement in Value-Based Multi-Agent Reinforcement Learning Zhizun Wang David Meger DRL 58 2 0 08 Sep 2023
A Survey on Physics Informed Reinforcement Learning: Review and Open Problems C. Banerjee Kien Nguyen Clinton Fookes M. Raissi PINN AI4CE 111 10 0 05 Sep 2023
Learning Vision-based Pursuit-Evasion Robot Policies Andrea V. Bajcsy Antonio Loquercio Ashish Kumar Jitendra Malik 93 11 0 30 Aug 2023
From DDMs to DNNs: Using process data and models of decision-making to improve human-AI interactions Mrugsen Nagsen Gopnarayan Jaan Aru S. Gluth AI4CE 63 0 0 29 Aug 2023
Distributed multi-agent target search and tracking with Gaussian process and reinforcement learning Jigang Kim Dohyun Jang H. J. Kim 53 6 0 29 Aug 2023
Recent Progress in Energy Management of Connected Hybrid Electric Vehicles Using Reinforcement Learning Mingya Hua Bin Shuai Quan Zhou Jinhai Wang Yinglong He Hongming Xu 107 2 0 28 Aug 2023
Policy Diversity for Cooperative Agents M. Tan Andong Tian Ludovic Denoyer 61 2 0 28 Aug 2023
MARL for Decentralized Electric Vehicle Charging Coordination with V2V Energy Exchange Jiarong Fan Hao Wang Ariel Liebman 43 2 0 27 Aug 2023
Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning Jacob Wiebe Ranwa Al Mallah Li Li AAML 60 4 0 25 Aug 2023
An Efficient Distributed Multi-Agent Reinforcement Learning for EV Charging Network Control Amin Shojaeighadikolaei M. Hashemi 25 3 0 24 Aug 2023
Predator-prey survival pressure is sufficient to evolve swarming behaviors Jianan Li Liang Li Shiyu Zhao 52 14 0 24 Aug 2023
$${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning$ ${\rm E}(3)$ -Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning Dingyang Chen Qi Zhang 130 4 0 23 Aug 2023
FoX: Formation-aware exploration in multi-agent reinforcement learning Yonghyeon Jo Sunwoo Lee Junghyuk Yum Seungyul Han 77 7 0 22 Aug 2023
Collaborative Route Planning of UAVs, Workers and Cars for Crowdsensing in Disaster Response Lei Han Chunyu Tu Zhiwen Yu Zhiyong Yu Weihua Shan Liang Wang Bin Guo 58 3 0 21 Aug 2023
CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making Giovanni Minelli Mirco Musolesi 74 0 0 21 Aug 2023
Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi Hadi Nekoei Xutong Zhao Janarthanan Rajendran Miao Liu Sarath Chandar 52 5 0 20 Aug 2023
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Competitive Games The Viet Bui Tien Mai T. Nguyen 24 1 0 20 Aug 2023
Never Explore Repeatedly in Multi-Agent Reinforcement Learning Chenghao Li Tonghan Wang Chongjie Zhang Qianchuan Zhao 76 2 0 19 Aug 2023
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning Canzhe Zhao Yanjie Ze Jing Dong Baoxiang Wang Shuai Li 69 2 0 19 Aug 2023
Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models Thuy Ngoc Nguyen D. Phan Cleotilde Gonzalez 58 10 0 18 Aug 2023
Nowhere to Go: Benchmarking Multi-robot Collaboration in Target Trapping Environment Hao Zhang Jiaming Chen Jiyu Cheng Yibin Li Simon X. Yang Wei Zhang 107 6 0 17 Aug 2023
Heterogeneous Multi-Agent Reinforcement Learning via Mirror Descent Policy Optimization Mohammad Mehdi Nasiri M. Rezghi 115 0 0 13 Aug 2023
The Impact of Overall Optimization on Warehouse Automation H. Yoshitake Pieter Abbeel OffRL 124 1 0 11 Aug 2023
Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding Jaeho Chung Jamil Fayyad Younes Al Younes Homayoun Najjaran 80 17 0 11 Aug 2023
An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning Astrid Vanneste Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis P. Hellinckx 47 0 0 09 Aug 2023
View while Moving: Efficient Video Recognition in Long-untrimmed Videos Ye Tian Meng Yang Lanshan Zhang Zhizhen Zhang Yang Liu Xiao-Zhu Xie Xirong Que Wendong Wang 72 8 0 09 Aug 2023
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning Jingdi Chen Tian-Shing Lan Carlee Joe-Wong 66 15 0 07 Aug 2023
Towards More Human-like AI Communication: A Review of Emergent Communication Research Nicolo’ Brandizzi 92 16 0 01 Aug 2023
EdgeMatrix: A Resource-Redefined Scheduling Framework for SLA-Guaranteed Multi-Tier Edge-Cloud Computing Systems Shihao Shen Yuanming Ren Yanli Ju Xiaofei Wang Wenyu Wang Victor C. M. Leung 51 16 0 01 Aug 2023
Multi Agent Navigation in Unconstrained Environments using a Centralized Attention based Graphical Neural Network Controller Yining Ma Qadeer Ahmad Khan Zorah Lähner 36 4 0 31 Jul 2023
Robust Electric Vehicle Balancing of Autonomous Mobility-On-Demand System: A Multi-Agent Reinforcement Learning Approach Sihong He Shuo Han Fei Miao 100 8 0 30 Jul 2023
Robust Multi-Agent Reinforcement Learning with State Uncertainty Sihong He Songyang Han Sanbao Su Shuo Han Shaofeng Zou Fei Miao OOD 77 47 0 30 Jul 2023
ESP: Exploiting Symmetry Prior for Multi-Agent Reinforcement Learning Xin Yu Rongye Shi Pu Feng Yongkai Tian Jie Luo Wenjun Wu 64 7 0 30 Jul 2023
Learning to Collaborate by Grouping: a Consensus-oriented Strategy for Multi-agent Reinforcement Learning Jingqing Ruan Xiaotian Hao D. Li Hangyu Mao 83 5 0 28 Jul 2023
MatrixWorld: A pursuit-evasion platform for safe multi-agent coordination and autocurricula Lijun Sun Yu-Cheng Chang Chao Lyu Chin-Teng Lin Yuhui Shi 124 1 0 27 Jul 2023
Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication Yuming Xiang Sizhao Li Rongpeng Li Zhifeng Zhao Honggang Zhang 95 3 0 23 Jul 2023
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs Jiayu Chen Jingdi Chen Tian-Shing Lan Vaneet Aggarwal 57 13 0 21 Jul 2023
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization Xiangsen Wang Haoran Xu Yinan Zheng Xianyuan Zhan OffRL 98 26 0 21 Jul 2023
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning Xiufeng Huang Sheng Zhou 122 1 0 18 Jul 2023
Meta-Value Learning: a General Framework for Learning with Learning Awareness Tim Cooijmans Milad Aghajohari Rameswar Panda 64 6 0 17 Jul 2023
Non-Stationary Policy Learning for Multi-Timescale Multi-Agent Reinforcement Learning Patrick Emami Xiangyu Zhang David J. Biagioni Ahmed S. Zamzam OffRL 23 2 0 17 Jul 2023
Bayesian inference for data-efficient, explainable, and safe robotic motion planning: A review Chengmin Zhou Chao Wang Haseeb Hassan H. Shah Bingding Huang Pasi Fränti 3DV 103 3 0 16 Jul 2023
Learning Multiple Coordinated Agents under Directed Acyclic Graph Constraints Jaeyeon Jang Diego Klabjan Han Liu Nital S. Patel Xiuqi Li Balakrishnan Ananthanarayanan Husam Dauod Tzung-Han Juang 44 1 0 13 Jul 2023
Vehicle Dispatching and Routing of On-Demand Intercity Ride-Pooling Services: A Multi-Agent Hierarchical Reinforcement Learning Approach Jinhua Si Fang He Xi Lin Xindi Tang 49 7 0 13 Jul 2023
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance Yuchen Fang Zhen-Yu Tang Kan Ren Weiqing Liu Li Zhao Jiang Bian Dongsheng Li Weinan Zhang Yong Yu Tie-Yan Liu 68 10 0 06 Jul 2023
SACHA: Soft Actor-Critic with Heuristic-Based Attention for Partially Observable Multi-Agent Path Finding Qiushi Lin Hang Ma 122 19 0 05 Jul 2023