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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
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 107 1,446 0 18 Oct 2018
Multiparty Dynamics and Failure Modes for Machine Learning and Artificial Intelligence David Manheim 39 23 0 16 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 119 569 0 12 Oct 2018
Learning to Communicate Implicitly By Actions Zheng Tian Shihao Zou Ian Davies Tim Warr Lisheng Wu Haitham Bou-Ammar Jun Wang 65 25 0 10 Oct 2018
Actor-Attention-Critic for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 74 760 0 05 Oct 2018
Learning-Based Physical Layer Communications for Multi-agent Collaboration Arsham Mostaani Osvaldo Simeone Symeon Chatzinotas Björn E. Ottersten 43 3 0 02 Oct 2018
Interactive Agent Modeling by Learning to Probe Tianmin Shu Caiming Xiong Ying Nian Wu Song-Chun Zhu LM&Ro 53 2 0 01 Oct 2018
M $^3$ RL: Mind-aware Multi-agent Management Reinforcement Learning Tianmin Shu Yuandong Tian 92 54 0 29 Sep 2018
Relational Forward Models for Multi-Agent Learning Andrea Tacchetti H. F. Song P. Mediano V. Zambaldi Neil C. Rabinowitz T. Graepel M. Botvinick Peter W. Battaglia AI4CE 78 79 0 28 Sep 2018
Learning through Probing: a decentralized reinforcement learning architecture for social dilemmas Nicolas Anastassacos Mirco Musolesi 40 3 0 26 Sep 2018
IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning Yize Chen Hao Wang HAI 26 27 0 20 Sep 2018
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions Chengwei Zhang Xiaohong Li Jianye Hao Siqi Chen K. Tuyls Zhiyong Feng Wanli Xue Rong Chen 16 3 0 18 Sep 2018
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning Jiachen Yang A. Nakhaei David Isele K. Fujimura H. Zha 75 77 0 13 Sep 2018
Negative Update Intervals in Deep Multi-Agent Reinforcement Learning Gregory Palmer Rahul Savani K. Tuyls 47 27 0 13 Sep 2018
Emergence of Scenario-Appropriate Collaborative Behaviors for Teams of Robotic Bodyguards Hassam Sheikh Ladislau Bölöni 70 3 0 12 Sep 2018
Factorized Q-Learning for Large-Scale Multi-Agent Systems M. Zhou Yong Chen Ying Wen Yaodong Yang Yufeng Su Weinan Zhang Dell Zhang Jun Wang AI4CE 116 68 0 11 Sep 2018
PRIMAL: Pathfinding via Reinforcement and Imitation Multi-Agent Learning Guillaume Sartoretti Justin Kerr Yunfei Shi Glenn Wagner T. K. S. Kumar Sven Koenig Howie Choset 140 321 0 10 Sep 2018
A Multi-Agent Reinforcement Learning Method for Impression Allocation in Online Display Advertising Di Wu Cheng Chen Xun Yang Xiujun Chen Qing Tan Jian Xu Kun Gai OffRL 47 16 0 10 Sep 2018
Improving On-policy Learning with Statistical Reward Accumulation Yubin Deng K. Yu Dahua Lin Xiaoou Tang Chen Change Loy OffRL 31 0 0 07 Sep 2018
Application of Self-Play Reinforcement Learning to a Four-Player Game of Imperfect Information Henry Charlesworth SSL 23 13 0 30 Aug 2018
Visual Sensor Network Reconfiguration with Deep Reinforcement Learning Paul Jasek Bernard Abayowa 22 2 0 13 Aug 2018
Multi-Agent Generative Adversarial Imitation Learning Jiaming Song Hongyu Ren Dorsa Sadigh Stefano Ermon GAN 65 224 0 26 Jul 2018
Multi-Agent Reinforcement Learning: A Report on Challenges and Approaches Sanyam Kapoor 45 31 0 25 Jul 2018
Measuring collaborative emergent behavior in multi-agent reinforcement learning Sean L. Barton Nicholas R. Waytowich Erin G. Zaroukian Derrik E. Asher 48 28 0 23 Jul 2018
Deep Reinforcement Learning for Swarm Systems Maximilian Hüttenrauch Adrian Šošić Gerhard Neumann 83 198 0 17 Jul 2018
Adapting the Predator-Prey Game Theoretic Environment to Army Tactical Edge Scenarios with Computational Multiagent Systems Derrik E. Asher Erin G. Zaroukian Sean L. Barton 31 6 0 16 Jul 2018
Deep Learning in the Wild Thilo Stadelmann Mohammadreza Amirian Ismail Arabaci M. Arnold G. Duivesteijn ... Melanie Geiger Stefan Lörwald B. Meier Katharina Rombach Lukas Tuggener 67 42 0 13 Jul 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 167 732 0 03 Jul 2018
Learning Policy Representations in Multiagent Systems Aditya Grover Maruan Al-Shedivat Jayesh K. Gupta Yuri Burda Harrison Edwards AI4CE 81 125 0 17 Jun 2018
Adaptive Mechanism Design: Learning to Promote Cooperation T. Baumann T. Graepel John Shawe-Taylor 59 28 0 11 Jun 2018
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization Hoi-To Wai Zhuoran Yang Zhaoran Wang Mingyi Hong 101 170 0 03 Jun 2018
Efficient Entropy for Policy Gradient with Multidimensional Action Space Yiming Zhang Q. Vuong Kenny Song Xiao-Yue Gong George Andriopoulos 62 17 0 02 Jun 2018
Multi-vehicle Flocking Control with Deep Deterministic Policy Gradient Method Yang Lyu Quan Pan Jin-wen Hu Chunhui Zhao Shuai Liu 108 33 0 01 Jun 2018
Scalable Centralized Deep Multi-Agent Reinforcement Learning via Policy Gradients Arbaaz Khan Clark Zhang Daniel D. Lee Vijay Kumar Alejandro Ribeiro 64 30 0 22 May 2018
Learning to Teach in Cooperative Multiagent Reinforcement Learning Shayegan Omidshafiei Dong-Ki Kim Miao Liu Gerald Tesauro Matthew D Riemer Chris Amato Murray Campbell Jonathan P. How 69 136 0 20 May 2018
Learning Attentional Communication for Multi-Agent Cooperation Jiechuan Jiang Zongqing Lu 87 489 0 20 May 2018
Do deep reinforcement learning agents model intentions? Tambet Matiisen Aqeel Labash Daniel Majoral Jaan Aru Raul Vicente AI4CE 26 5 0 15 May 2018
AI safety via debate G. Irving Paul Christiano Dario Amodei 270 223 0 02 May 2018
Multiagent Soft Q-Learning E. Wei Drew Wicke David Freelan S. Luke 80 80 0 25 Apr 2018
Vehicle Communication Strategies for Simulated Highway Driving Cinjon Resnick I. Kulikov Kyunghyun Cho Jason Weston 45 7 0 19 Apr 2018
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning Kun Shao Yuanheng Zhu Dongbin Zhao 145 171 0 03 Apr 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 219 1,681 0 30 Mar 2018
Entropy based Independent Learning in Anonymous Multi-Agent Settings Tanvi Verma Pradeep Varakantham H. Lau 63 7 0 27 Mar 2018
Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines Cathy Wu Aravind Rajeswaran Yan Duan Vikash Kumar Alexandre M. Bayen Sham Kakade Igor Mordatch Pieter Abbeel OffRL 89 153 0 20 Mar 2018
Intent-aware Multi-agent Reinforcement Learning Siyuan Qi Song-Chun Zhu 66 30 0 06 Mar 2018
Towards Cooperation in Sequential Prisoner's Dilemmas: a Deep Multiagent Reinforcement Learning Approach Weixun Wang Jianye Hao Yixi Wang Matthew E. Taylor 56 32 0 01 Mar 2018
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising Junqi Jin Cheng-Ning Song Han Li Kun Gai Jun Wang Weinan Zhang 64 180 0 27 Feb 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning Roberta Raileanu Emily L. Denton Arthur Szlam Rob Fergus 97 202 0 26 Feb 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Kai Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 174 593 0 23 Feb 2018