Deep Reinforcement Learning for Multi-Agent Systems: A Review of
Challenges, Solutions and Applications

v1v2 (latest)

Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications

31 December 2018

Thanh Thi Nguyen

Ngoc Duy Nguyen

ArXiv (abs)PDF HTML

Papers citing "Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications"

15 / 165 papers shown

Title
Optimization for Reinforcement Learning: From Single Agent to Cooperative Agents Dong-hwan Lee Niao He Parameswaran Kamalaruban Volkan Cevher 55 89 0 01 Dec 2019
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kai Zhang Zhuoran Yang Tamer Basar 231 1,228 0 24 Nov 2019
SMIX( $λ$ ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning Xinghu Yao Chao Wen Yuhui Wang Xiaoyang Tan 107 46 0 11 Nov 2019
Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey Roxana Rădulescu Patrick Mannion D. Roijers A. Nowé 93 146 0 06 Sep 2019
Competitive Multi-Agent Deep Reinforcement Learning with Counterfactual Thinking Yue Wang Yao Wan Chenwei Zhang Lixin Cui Lu Bai Philip S. Yu LRM 44 12 0 13 Aug 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 120 436 0 11 Aug 2019
An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments Elaheh Barati Xuewen Chen 69 13 0 19 Jul 2019
Voting-Based Multi-Agent Reinforcement Learning for Intelligent IoT Yue Xu Zengde Deng Mengdi Wang Wenjun Xu Anthony Man-Cho So Shuguang Cui 49 14 0 02 Jul 2019
A Deep Reinforcement Learning Approach for Global Routing Haiguang Liao Wentai Zhang Xuliang Dong Barnabás Póczós K. Shimada Levent Burak Kara 54 84 0 20 Jun 2019
Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing Lei Lei Huijuan Xu Xiong Xiong K. Zheng W. Xiang Xianbin Wang 84 52 0 19 Jun 2019
Deep Reinforcement Learning for Cyber Security Thanh Thi Nguyen Vijay Janapa Reddi OffRL AI4CE 113 333 0 13 Jun 2019
Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery Ngoc Duy Nguyen Thanh Nguyen S. Nahavandi Asim Bhatti Glenn Guest 82 43 0 14 Feb 2019
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 Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 90 653 0 03 Oct 2018
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks Yasar Sinan Nasir Dongning Guo 73 470 0 01 Aug 2018