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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"

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Title
Learning Multi-Arm Manipulation Through Collaborative Teleoperation Albert Tung J. Wong Ajay Mandlekar Roberto Martín-Martín Yuke Zhu Li Fei-Fei Silvio Savarese 63 48 0 12 Dec 2020
Com-DDPG: A Multiagent Reinforcement Learning-based Offloading Strategy for Mobile Edge Computing Honghao Gao Xuejie Wang Xiaojin Ma Wei Wei S. Mumtaz 16 7 0 09 Dec 2020
Multi-agent Policy Optimization with Approximatively Synchronous Advantage Estimation Lipeng Wan Xuwei Song Xuguang Lan N. Zheng OffRL 59 0 0 07 Dec 2020
Low-Bandwidth Communication Emerges Naturally in Multi-Agent Learning Systems Niko A. Grupen Daniel D. Lee B. Selman 119 10 0 30 Nov 2020
PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control Dong Chen Kaian Chen Tianshu Chu Rui Yao F. Qiu Kaixiang Lin 76 69 0 24 Nov 2020
Emergent Road Rules In Multi-Agent Driving Environments Avik Pal Jonah Philion Yuan-Hong Liao Sanja Fidler 79 11 0 21 Nov 2020
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance Xiao-Yang Liu Hongyang Yang Qian Chen Runjia Zhang Liuqing Yang Bowen Xiao Chris Wang AIFin OffRL 88 127 0 19 Nov 2020
Multi-agent Reinforcement Learning Accelerated MCMC on Multiscale Inversion Problem Eric T. Chung Y. Efendiev W. Leung Sai-Mang Pun Zecheng Zhang 46 12 0 17 Nov 2020
Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks Yunlong Lu Xiaohong Huang Ke Zhang Sabita Maharjan Yan Zhang 65 355 0 17 Nov 2020
Scalable Reinforcement Learning Policies for Multi-Agent Control Christopher D. Hsu Heejin Jeong George J. Pappas Pratik Chaudhari 68 35 0 16 Nov 2020
Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games Roxana Rădulescu T. Verstraeten Yijie Zhang Patrick Mannion D. Roijers A. Nowé 63 14 0 14 Nov 2020
Learning Latent Representations to Influence Multi-Agent Interaction Annie Xie Dylan P. Losey R. Tolsma Chelsea Finn Dorsa Sadigh DRL 192 134 0 12 Nov 2020
Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network Juhyeon Kim Kihyun Kim GNN 74 13 0 12 Nov 2020
Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences Bowen Baker LRM 69 37 0 10 Nov 2020
Multi-Agent Active Search using Realistic Depth-Aware Noise Model Ramina Ghods W. Durkin J. Schneider 66 15 0 09 Nov 2020
Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching H. Khorasgani Haiyan Wang Chetan Gupta OffRL OnRL 63 10 0 09 Nov 2020
Combining Propositional Logic Based Decision Diagrams with Decision Making in Urban Systems Jiajing Ling Kushagra Chandak Akshat Kumar AI4CE 30 0 0 09 Nov 2020
Multiagent Rollout and Policy Iteration for POMDP with Application to Multi-Robot Repair Problems Sushmita Bhattacharya Siva Kailas Sahil Badyal Stephanie Gil Dimitri Bertsekas 68 25 0 09 Nov 2020
Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial Amal Feriani Ekram Hossain 215 245 0 06 Nov 2020
Moving Forward in Formation: A Decentralized Hierarchical Learning Approach to Multi-Agent Moving Together Shanqi Liu Licheng Wen Jinhao Cui Xuemeng Yang Junjie Cao Yong Liu 48 9 0 04 Nov 2020
A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning Dong-Ki Kim Miao Liu Matthew D Riemer Chuangchuang Sun Marwa Abdulhai Golnaz Habibi Sebastian Lopez-Cot Gerald Tesauro Jonathan P. How 58 56 0 31 Oct 2020
Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL Eugene Vinitsky Nathan Lichtlé Kanaad Parvate Alexandre M. Bayen 37 12 0 30 Oct 2020
Learning Strategies in Decentralized Matching Markets under Uncertain Preferences Xiaowu Dai Michael I. Jordan 67 22 0 29 Oct 2020
Succinct and Robust Multi-Agent Communication With Temporal Message Control Shanghang Zhang Jieyu Lin Qi Zhang 105 57 0 27 Oct 2020
Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks Jing Xu Fangwei Zhong Yizhou Wang 83 50 0 25 Oct 2020
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks Ju-Hyung Lee Jihong Park M. Bennis Young-Chai Ko 86 51 0 20 Oct 2020
Multi-Radar Tracking Optimization for Collaborative Combat Nouredine Nour Reda Belhaj-Soullami Cédric L. R. Buron A. Peres F. Barbaresco 11 2 0 20 Oct 2020
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration Xavier Puig Tianmin Shu Shuang Li Zilin Wang Yuan-Hong Liao J. Tenenbaum Sanja Fidler Antonio Torralba LM&Ro 163 130 0 19 Oct 2020
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 187 198 0 19 Oct 2020
Multi-Agent Collaboration via Reward Attribution Decomposition Tianjun Zhang Huazhe Xu Xiaolong Wang Yi Wu Kurt Keutzer Joseph E. Gonzalez Yuandong Tian 73 40 0 16 Oct 2020
Decentralized Multi-Agent Pursuit using Deep Reinforcement Learning C. de Souza Rhys Newbury Akansel Cosgun P. Castillo B. Vidolov Dana Kulić 100 92 0 16 Oct 2020
Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach Xinyu Huang Lijun He Xing Chen Liejun Wang Fan Li 37 55 0 16 Oct 2020
Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards Keyang He Bikramjit Banerjee Prashant Doshi 58 10 0 15 Oct 2020
Multi-Agent Trust Region Policy Optimization Hepeng Li Haibo He 106 42 0 15 Oct 2020
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning Arnu Pretorius Scott A. Cameron Elan Van Biljon Tom Makkink Shahil Mawjee J. D. Plessis Jonathan P. Shock Alexandre Laterre Karim Beguir 67 12 0 15 Oct 2020
Event-Triggered Multi-agent Reinforcement Learning with Communication under Limited-bandwidth Constraint Guangzhen Hu Yuanheng Zhu Dongbin Zhao Mengchen Zhao Jianye Hao 57 17 0 10 Oct 2020
Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator Max B. Paulus Chris J. Maddison Andreas Krause BDL 104 42 0 09 Oct 2020
Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning Navid Naderializadeh Fan Hung S. Soleyman D. Khosla 58 28 0 09 Oct 2020
Heterogeneous Multi-Agent Reinforcement Learning for Unknown Environment Mapping Ceyer Wakilpoor Patrick J. Martin Carrie Rebhuhn Amanda Vu 67 22 0 06 Oct 2020
A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems Aigerim Bogyrbayeva Sungwook Jang Ankit Shah Y. Jang C. Kwon OffRL 37 30 0 05 Oct 2020
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang Tarun Gupta Anuj Mahajan Bei Peng Shimon Whiteson Chongjie Zhang OffRL 118 211 0 04 Oct 2020
Correcting Experience Replay for Multi-Agent Communication S. Ahilan Peter Dayan 56 10 0 02 Oct 2020
Reinforcement Learning of Sequential Price Mechanisms Gianluca Brero Alon Eden M. Gerstgrasser David C. Parkes Duncan Rheingans-Yoo OffRL 50 18 0 02 Oct 2020
MADRaS : Multi Agent Driving Simulator Anirban Santara S. Rudra Sree Aditya Buridi Meha Kaushik A. Naik Bharat Kaul Balaraman Ravindran 72 30 0 02 Oct 2020
PettingZoo: Gym for Multi-Agent Reinforcement Learning J. K. Terry Benjamin Black Nathaniel Grammel Mario Jayakumar Ananth Hari ... Caroline Horsch Clemens Dieffendahl Niall L. Williams Yashas Lokesh Praveen Ravi OffRL 156 288 0 30 Sep 2020
Learning to Play against Any Mixture of Opponents Max O. Smith Thomas W. Anthony Yongzhao Wang Michael P. Wellman OffRL 75 9 0 29 Sep 2020
Agent Environment Cycle Games J. K. Terry Nathaniel Grammel Benjamin Black Ananth Hari Caroline Horsch L. Santos 65 7 0 28 Sep 2020
With Whom to Communicate: Learning Efficient Communication for Multi-Robot Collision Avoidance Álvaro Serra-Gómez B. Brito Hai Zhu Jen Jen Chung Javier Alonso-Mora 80 18 0 25 Sep 2020
Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing Liang Wang Kezhi Wang Cunhua Pan Wenyuan Xu N. Aslam L. Hanzo 61 288 0 23 Sep 2020
Lyapunov-Based Reinforcement Learning for Decentralized Multi-Agent Control Qingrui Zhang Hao Dong Wei Pan 37 7 0 20 Sep 2020