Multiagent Cooperation and Competition with Deep Reinforcement Learning

27 November 2015

Papers citing "Multiagent Cooperation and Competition with Deep Reinforcement Learning"

50 / 290 papers shown

Title
Spatial Intention Maps for Multi-Agent Mobile Manipulation Jimmy Wu Xingyuan Sun Andy Zeng Shuran Song Szymon Rusinkiewicz Thomas Funkhouser 31 23 0 23 Mar 2021
Learning to Robustly Negotiate Bi-Directional Lane Usage in High-Conflict Driving Scenarios Christoph Killing Adam R. Villaflor John M. Dolan 33 5 0 22 Mar 2021
Local Patch AutoAugment with Multi-Agent Collaboration Shiqi Lin Tao Yu Ruoyu Feng Xin Li Xin Jin Zhibo Chen 18 15 0 20 Mar 2021
Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments Dmitry Ivanov Vladimir Egorov A. Shpilman 22 5 0 24 Feb 2021
Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning Jianzhun Shao Hongchang Zhang Yuhang Jiang Shuncheng He Xiangyang Ji 29 5 0 24 Feb 2021
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents Wei Qiu Xinrun Wang Runsheng Yu Xu He R. Wang Bo An S. Obraztsova Zinovi Rabinovich 35 50 0 16 Feb 2021
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Weijiao Zhang Hao Liu Fan Wang Tong Xu Haoran Xin Dejing Dou Hui Xiong 35 79 0 15 Feb 2021
An Abstraction-based Method to Check Multi-Agent Deep Reinforcement-Learning Behaviors Pierre El Mqirmi Francesco Belardinelli Borja G. Leon 9 0 0 02 Feb 2021
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta G. Srinivasaraghavan S. Mohalik Nishant Kumar Matthew E. Taylor 24 15 0 18 Jan 2021
Attention Actor-Critic algorithm for Multi-Agent Constrained Co-operative Reinforcement Learning P. Parnika Raghuram Bharadwaj Diddigi Sai Koti Reddy Danda S. Bhatnagar 34 19 0 07 Jan 2021
Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning Zhenglei He K. Tran S. Thomassey Xianyi Zeng Jie Xu Changhai Yi AI4CE 9 62 0 02 Dec 2020
Distributed Deep Reinforcement Learning: An Overview Mohammad Reza Samsami Hossein Alimadad OffRL 14 27 0 22 Nov 2020
Scalable Reinforcement Learning Policies for Multi-Agent Control Christopher D. Hsu Heejin Jeong George J. Pappas Pratik Chaudhari 13 33 0 16 Nov 2020
Learning Strategies in Decentralized Matching Markets under Uncertain Preferences Xiaowu Dai Michael I. Jordan 22 22 0 29 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 33 47 0 20 Oct 2020
Heterogeneous Multi-Agent Reinforcement Learning for Unknown Environment Mapping Ceyer Wakilpoor Patrick J. Martin Carrie Rebhuhn Amanda Vu 6 21 0 06 Oct 2020
Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent Xiaosa Zhao Kunpeng Liu Wei Fan Lu Jiang Xiaowei Zhao Minghao Yin Yanjie Fu 8 21 0 19 Sep 2020
QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning Jian Hu Seth Austin Harding Haibin Wu Siyue Hu Shih-Wei Liao 29 9 0 09 Sep 2020
Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation Yue Guan Qifan Zhang Panagiotis Tsiotras 11 7 0 01 Sep 2020
Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning Chi Zhang Philip Odonkor Shuai Zheng H. Khorasgani Susumu Serita Chetan Gupta 24 20 0 24 Aug 2020
Learning Complex Multi-Agent Policies in Presence of an Adversary Siddharth Ghiya Katia P. Sycara 15 3 0 18 Aug 2020
Deep Q-Network Based Multi-agent Reinforcement Learning with Binary Action Agents A. M. Hafiz G. M. Bhat AI4CE 25 2 0 06 Aug 2020
Value-Decomposition Multi-Agent Actor-Critics Jianyu Su Stephen C. Adams Peter A. Beling 68 101 0 24 Jul 2020
A Survey on Autonomous Vehicle Control in the Era of Mixed-Autonomy: From Physics-Based to AI-Guided Driving Policy Learning Xuan Di Rongye Shi 29 174 0 10 Jul 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks Unnat Jain Luca Weihs Eric Kolve Ali Farhadi Svetlana Lazebnik Aniruddha Kembhavi A. Schwing 23 55 0 09 Jul 2020
Natural Emergence of Heterogeneous Strategies in Artificially Intelligent Competitive Teams A. Deka Katia P. Sycara AAML 31 32 0 06 Jul 2020
Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control Jinqiu Guo 21 1 0 02 Jul 2020
QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning Kyunghwan Son Sungsoo Ahn Roben Delos Reyes Jinwoo Shin Yung Yi OffRL 28 2 0 22 Jun 2020
Efficient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning Oscar de Lima Hansal Shah Ting-Sheng Chu Brian Fogelson 32 11 0 18 Jun 2020
Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Gregory Farquhar Bei Peng Shimon Whiteson 30 345 0 18 Jun 2020
Competitive Policy Optimization Manish Prajapat Kamyar Azizzadenesheli Alexander Liniger Yisong Yue Anima Anandkumar 18 14 0 18 Jun 2020
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning Arrasy Rahman Niklas Höpner Filippos Christianos Stefano V. Albrecht 27 54 0 18 Jun 2020
ForMIC: Foraging via Multiagent RL with Implicit Communication Samuel Shaw Emerson Wenzel Alexis Walker Guillaume Sartoretti OffRL 16 7 0 15 Jun 2020
Human and Multi-Agent collaboration in a human-MARL teaming framework N. Navidi Francois Chabot Sagar Kurandwad Irv Lustigman Vincent Robert Gregory Szriftgiser Andrea Schuch 19 2 0 12 Jun 2020
Logical Team Q-learning: An approach towards factored policies in cooperative MARL Lucas Cassano Ali H. Sayed OffRL 33 2 0 05 Jun 2020
AI Research Considerations for Human Existential Safety (ARCHES) Andrew Critch David M. Krueger 30 50 0 30 May 2020
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports Baoyu Jing Zeya Wang Eric Xing 22 139 0 26 Apr 2020
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense Yixin Zhu Tao Gao Lifeng Fan Siyuan Huang Mark Edmonds ... Chi Zhang Siyuan Qi Ying Nian Wu J. Tenenbaum Song-Chun Zhu 27 128 0 20 Apr 2020
A non-cooperative meta-modeling game for automated third-party calibrating, validating, and falsifying constitutive laws with parallelized adversarial attacks Kun Wang WaiChing Sun Q. Du 22 22 0 13 Apr 2020
Learning from Learners: Adapting Reinforcement Learning Agents to be Competitive in a Card Game Pablo V. A. Barros Ana Tanevska A. Sciutti 22 21 0 08 Apr 2020
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 67 772 0 19 Mar 2020
Reward Design in Cooperative Multi-agent Reinforcement Learning for Packet Routing Hangyu Mao Zhibo Gong Zhen Xiao 17 16 0 05 Mar 2020
Cluster-Based Social Reinforcement Learning Mahak Goindani Jennifer Neville GNN OffRL 11 5 0 02 Mar 2020
Review, Analysis and Design of a Comprehensive Deep Reinforcement Learning Framework Ngoc Duy Nguyen Thanh Thi Nguyen Hai V. Nguyen Doug Creighton S. Nahavandi 38 3 0 27 Feb 2020
Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning Zhenyu Shou Xuan Di 8 57 0 17 Feb 2020
Extended Markov Games to Learn Multiple Tasks in Multi-Agent Reinforcement Learning Borja G. Leon Francesco Belardinelli OffRL 23 17 0 14 Feb 2020
Multi-Agent Reinforcement Learning and Human Social Factors in Climate Change Mitigation Kyle Tilbury Jesse Hoey AI4CE 11 2 0 12 Feb 2020
Learning Structured Communication for Multi-agent Reinforcement Learning Junjie Sheng Xiangfeng Wang Bo Jin Junchi Yan Wenhao Li Tsung-Hui Chang Jun Wang H. Zha 23 50 0 11 Feb 2020
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning Jun Yamada John Shawe-Taylor Z. Fountas 10 8 0 09 Feb 2020
Transfer Heterogeneous Knowledge Among Peer-to-Peer Teammates: A Model Distillation Approach Zeyue Xue Shuang Luo Chao-Xiang Wu Pan Zhou Kaigui Bian Wei Du 16 4 0 06 Feb 2020