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Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control

6 September 2019

Papers citing "Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control"

23 / 23 papers shown

Title
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Hung Du Srikanth Thudumu Hy Nguyen Rajesh Vasa K. Mouzakis 121 2 0 28 Jan 2025
Robust Multi-agent Communication via Multi-view Message Certification Lei Yuan T. Jiang Lihe Li F. Chen Zongzhang Zhang Yang Yu 85 2 0 07 May 2023
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning Xuefeng Wang Xinran Li Jiawei Shao Jun Zhang 40 4 0 24 Feb 2023
Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism Xudong Guo Daming Shi Wenhui Fan 63 6 0 05 Jan 2023
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning Pedro P. Santos Diogo S. Carvalho Miguel Vasco Alberto Sardinha Pedro A. Santos Ana Paiva Francisco S. Melo 94 2 0 12 Oct 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 86 50 0 21 Sep 2022
DMCA: Dense Multi-agent Navigation using Attention and Communication Senthil Hariharan Arul Amrit Singh Bedi Tianyi Zhou 106 3 0 14 Sep 2022
Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning Diyi Hu Chi Zhang Viktor Prasanna Krishnamachari 48 2 0 02 Sep 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning Matthew Morris Thomas D. Barrett Arnu Pretorius 75 4 0 14 Jun 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game Zhiyuan Yao Zihan Ding OffRL 83 2 0 03 Jun 2022
Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents Hassan Fawaz Julien Lesca Pham Tran Anh Quang Jérémie Leguay D. Zeghlache P. Medagliani GNN AI4CE 51 4 0 24 May 2022
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration Pengyi Li Hongyao Tang Tianpei Yang Xiaotian Hao Tong Sang ... Jianye Hao Matthew E. Taylor Wenyuan Tao Zhen Wang Fazl Barez 82 32 0 16 Mar 2022
Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games Dingyang Chen Yile Li Qi Zhang OffRL 123 11 0 18 Feb 2022
A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning Shanghang Zhang Jieyu Lin Qi Zhang 83 72 0 09 Jan 2022
Multi-Agent Intention Sharing via Leader-Follower Forest Zeyang Liu Lipeng Wang Xuefeng Sui Kewu Sun Xuguang Lan 55 4 0 02 Dec 2021
Learning Selective Communication for Multi-Agent Path Finding Ziyuan Ma Yudong Luo Jia Pan AI4CE 83 52 0 12 Sep 2021
Heterogeneous Graph Attention Networks for Learning Diverse Communication Esmaeil Seraj Zheyuan Wang Rohan R. Paleja Matt B Sklar Anirudh Patel Matthew C. Gombolay 67 19 0 21 Aug 2021
Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability Shangmin Guo Yi Ren Kory W. Mathewson S. Kirby Stefano V. Albrecht Kenny Smith 74 12 0 07 Jun 2021
Distributed Fair Scheduling for Information Exchange in Multi-Agent Systems Majid Raeis S. J. Golestani 95 2 0 17 Feb 2021
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Wei-Fang Sun Cheng-Kuang Lee Chun-Yi Lee OffRL 68 49 0 16 Feb 2021
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 180 829 0 19 Mar 2020
On the Robustness of Cooperative Multi-Agent Reinforcement Learning Jieyu Lin Kristina Dzeparoska Shanghang Zhang A. Leon-Garcia Nicolas Papernot AAML 132 69 0 08 Mar 2020
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 228 1,681 0 30 Mar 2018