v1v2 (latest)

Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents

23 February 2018

Tong Zhang

Papers citing "Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents"

50 / 240 papers shown

Title
Agent-Centric Representations for Multi-Agent Reinforcement Learning Wenling Shang L. Espeholt Anton Raichuk Tim Salimans EgoV 53 10 0 19 Apr 2021
Approximated Multi-Agent Fitted Q Iteration Antoine Lesage-Landry Duncan S. Callaway 24 0 0 19 Apr 2021
Adversarial attacks in consensus-based multi-agent reinforcement learning Martin Figura K. Kosaraju V. Gupta AAML 101 29 0 11 Mar 2021
Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation Abhimanyu Dubey Alex Pentland 78 26 0 08 Mar 2021
Communication Efficient Parallel Reinforcement Learning Mridul Agarwal Bhargav Ganguly Vaneet Aggarwal 77 11 0 22 Feb 2021
Decentralized Deterministic Multi-Agent Reinforcement Learning Antoine Grosnit D. Cai L. Wynter OffRL 123 7 0 19 Feb 2021
Distributed Algorithms for Linearly-Solvable Optimal Control in Networked Multi-Agent Systems Neng Wan Aditya Gahlawat N. Hovakimyan Evangelos A. Theodorou P. Voulgaris 62 4 0 18 Feb 2021
Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning Xiaoteng Ma Yiqin Yang Chenghao Li Yiwen Lu Qianchuan Zhao Yang Jun 93 14 0 10 Feb 2021
Multi-Agent Reinforcement Learning with Temporal Logic Specifications Lewis Hammond Alessandro Abate Julian Gutierrez Michael Wooldridge AI4CE 103 33 0 01 Feb 2021
Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates Zengyi Qin Kai Zhang Yuxiao Chen Jingkai Chen Chuchu Fan 115 133 0 14 Jan 2021
Towards Understanding Asynchronous Advantage Actor-critic: Convergence and Linear Speedup Han Shen Kai Zhang Min-Fong Hong Tianyi Chen 67 30 0 31 Dec 2020
Distributed Q-Learning with State Tracking for Multi-agent Networked Control Hang Wang Sen Lin Hamid Jafarkhani Junshan Zhang OffRL 30 4 0 22 Dec 2020
Multi-Agent Reinforcement Learning for Dynamic Ocean Monitoring by a Swarm of Buoys M. Kouzehgar Malika Meghjani Roland Bouffanais 40 24 0 21 Dec 2020
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Matthieu Zimmer Claire Glanois Umer Siddique Paul Weng OffRL 164 60 0 17 Dec 2020
Efficient Querying for Cooperative Probabilistic Commitments Qi Zhang E. Durfee Satinder Singh 15 1 0 14 Dec 2020
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management Helin Yang Jun Zhao Zehui Xiong Kwok-Yan Lam Sumei Sun Liang Xiao 68 186 0 28 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
Multi-Agent Decentralized Belief Propagation on Graphs Yitao Chen Deepanshu Vasal 27 1 0 06 Nov 2020
LQR with Tracking: A Zeroth-order Approach and Its Global Convergence Tongzheng Ren Aoxiao Zhong Na Li 49 3 0 03 Nov 2020
Finite-Time Convergence Rates of Decentralized Stochastic Approximation with Applications in Multi-Agent and Multi-Task Learning Sihan Zeng Thinh T. Doan Justin Romberg 93 13 0 28 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 187 197 0 19 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
Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks E. Meirom Haggai Maron Shie Mannor Gal Chechik 68 49 0 11 Oct 2020
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang Tarun Gupta Anuj Mahajan Bei Peng Shimon Whiteson Chongjie Zhang OffRL 115 211 0 04 Oct 2020
Compositionality of Linearly Solvable Optimal Control in Networked Multi-Agent Systems Lin Song Neng Wan Aditya Gahlawat N. Hovakimyan Evangelos A. Theodorou 34 3 0 28 Sep 2020
Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms Mengfan Xu Diego Klabjan OffRL 37 1 0 20 Sep 2020
Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic Mean-Field Games Muhammad Aneeq uz Zaman Kai Zhang Erik Miehling Tamer Basar OffRL 60 26 0 09 Sep 2020
Cross-layer Band Selection and Routing Design for Diverse Band-aware DSA Networks Pratheek S. Upadhyaya Vijay K. Shah Jeffrey H. Reed 12 0 0 08 Sep 2020
Off-Policy Multi-Agent Decomposed Policy Gradients Yihan Wang Beining Han Tonghan Wang Heng Dong Chongjie Zhang 102 181 0 24 Jul 2020
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity Kai Zhang Sham Kakade Tamer Bacsar Lin F. Yang 138 123 0 15 Jul 2020
Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks Yuanqi Gao Wei Wang N. Yu 35 123 0 06 Jul 2020
Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning Lingxiao Wang Zhuoran Yang Zhaoran Wang 72 27 0 21 Jun 2020
Cooperative Multi-Agent Reinforcement Learning with Partial Observations Yan Zhang Michael M. Zavlanos OffRL 78 24 0 18 Jun 2020
Distributed Value Function Approximation for Collaborative Multi-Agent Reinforcement Learning M. Stanković M. Beko S. Stankovic OffRL 35 16 0 18 Jun 2020
Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward Guannan Qu Yiheng Lin Adam Wierman Na Li 84 70 0 11 Jun 2020
Multi-Agent Reinforcement Learning in Stochastic Networked Systems Yiheng Lin Guannan Qu Longbo Huang Adam Wierman 97 39 0 11 Jun 2020
A Decentralized Policy Gradient Approach to Multi-task Reinforcement Learning Sihan Zeng Aqeel Anwar Thinh T. Doan A. Raychowdhury Justin Romberg 88 40 0 08 Jun 2020
Logical Team Q-learning: An approach towards factored policies in cooperative MARL Lucas Cassano Ali H. Sayed OffRL 78 3 0 05 Jun 2020
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports Baoyu Jing Zeya Wang Eric Xing 102 142 0 26 Apr 2020
Variational Policy Propagation for Multi-agent Reinforcement Learning Chao Qu Hui Li Chang-rui Liu Junwu Xiong James Y. Zhang Wei Chu Weiqiang Wang Yuan Qi L. Song 38 0 0 19 Apr 2020
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning Wenhao Li Bo Jin Xiangfeng Wang Junchi Yan H. Zha 111 21 0 17 Apr 2020
Networked Multi-Agent Reinforcement Learning with Emergent Communication Shubham Gupta Rishi Hazra Ambedkar Dukkipati 61 25 0 06 Apr 2020
Multi-agent Reinforcement Learning for Networked System Control Tianshu Chu Sandeep P. Chinchali Sachin Katti 79 112 0 03 Apr 2020
Approximate Equilibrium Computation for Discrete-Time Linear-Quadratic Mean-Field Games Muhammad Aneeq uz Zaman Kai Zhang Erik Miehling Tamer Basar 90 16 0 30 Mar 2020
Obstacle Avoidance and Navigation Utilizing Reinforcement Learning with Reward Shaping Dan-xu Zhang Colleen P. Bailey 67 12 0 28 Mar 2020
Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward Hassam Sheikh Ladislau Bölöni 105 37 0 24 Mar 2020
Cluster-Based Social Reinforcement Learning Mahak Goindani Jennifer Neville GNN OffRL 23 5 0 02 Mar 2020
Fully Asynchronous Policy Evaluation in Distributed Reinforcement Learning over Networks Xingyu Sha Jiaqi Zhang Keyou You Kai Zhang Tamer Basar OffRL 66 24 0 01 Mar 2020
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems S. Asghari Ouyang Yi A. Nayyar 26 11 0 27 Jan 2020