CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making

21 August 2023

Papers citing "CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making"

31 / 31 papers shown

Title
Context-aware Communication for Multi-agent Reinforcement Learning Xinran Li Jun Zhang 59 7 0 25 Dec 2023
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration Chao Yu Xinyi Yang Jiaxuan Gao Jiayu Chen Yunfei Li ... Yunfei Xiang Rui Huang Huazhong Yang Yi Wu Yu Wang 37 37 0 09 Jan 2023
Coordination of Drones at Scale: Decentralized Energy-aware Swarm Intelligence for Spatio-temporal Sensing Chuhao Qin Evangelos Pournaras 18 17 0 28 Dec 2022
Over-communicate no more: Situated RL agents learn concise communication protocols A. Kalinowska Elnaz Davoodi Florian Strub Kory W. Mathewson Ivana Kajić Michael Bowling Todd Murphey P. Pilarski 35 4 0 02 Nov 2022
FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems Yutong Wang Guillaume Sartoretti 37 8 0 28 Jan 2022
Learning to Ground Multi-Agent Communication with Autoencoders Toru Lin Minyoung Huh C. Stauffer Ser-Nam Lim Phillip Isola AI4CE 48 53 0 28 Oct 2021
A Multi-Agent System for Autonomous Mobile Robot Coordination Norberto Sousa Nuno Oliveira Isabel Praça 41 5 0 25 Sep 2021
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games Chao Yu Akash Velu Eugene Vinitsky Jiaxuan Gao Yu Wang Alexandre M. Bayen Yi Wu OffRL 122 1,227 0 02 Mar 2021
Learning Emergent Discrete Message Communication for Cooperative Reinforcement Learning Sheng Li Yutai Zhou R. Allen Mykel J. Kochenderfer 68 13 0 24 Feb 2021
Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? Christian Schroeder de Witt Tarun Gupta Denys Makoviichuk Viktor Makoviychuk Philip Torr Mingfei Sun Shimon Whiteson 60 327 0 18 Nov 2020
Multi-Agent Collaboration via Reward Attribution Decomposition Tianjun Zhang Huazhe Xu Xiaolong Wang Yi Wu Kurt Keutzer Joseph E. Gonzalez Yuandong Tian 48 40 0 16 Oct 2020
Learning to Incentivize Other Learning Agents Jiachen Yang Ang Li Mehrdad Farajtabar P. Sunehag Edward Hughes H. Zha 47 67 0 10 Jun 2020
When2com: Multi-Agent Perception via Communication Graph Grouping Yen-Cheng Liu Junjiao Tian Nathan Glaser Z. Kira AI4CE 83 207 0 30 May 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 84 790 0 19 Mar 2020
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kai Zhang Zhuoran Yang Tamer Basar 123 1,197 0 24 Nov 2019
Improving Coordination in Small-Scale Multi-Agent Deep Reinforcement Learning through Memory-driven Communication E. Pesce Giovanni Montana 26 72 0 12 Jan 2019
Swarm coordination of mini-UAVs for target search using imperfect sensors A. Alfeo M. G. Cimino N. Francesco Alessandro Lazzeri M. Lega G. Vaglini 25 45 0 09 Jan 2019
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks Amanpreet Singh Tushar Jain Sainbayar Sukhbaatar 104 241 0 23 Dec 2018
TarMAC: Targeted Multi-Agent Communication Abhishek Das Théophile Gervet Joshua Romoff Dhruv Batra Devi Parikh Michael G. Rabbat Joelle Pineau 90 380 0 26 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 81 558 0 12 Oct 2018
Learning Attentional Communication for Multi-Agent Cooperation Jiechuan Jiang Zongqing Lu 42 484 0 20 May 2018
Inequity aversion improves cooperation in intertemporal social dilemmas Edward Hughes Joel Z Leibo Matthew Phillips K. Tuyls Edgar A. Duénez-Guzmán ... Tina Zhu Kevin R. McKee Raphael Köster H. Roff T. Graepel 53 205 0 23 Mar 2018
ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning Hangyu Mao Zhibo Gong Yan Ni Zhen Xiao 40 45 0 10 Jun 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 118 4,441 0 07 Jun 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 54 2,062 0 24 May 2017
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 135 1,817 0 29 Mar 2017
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games Peng Peng Ying Wen Yaodong Yang Quan Yuan Zhenkun Tang Haitao Long Jun Wang 51 334 0 29 Mar 2017
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 109 1,603 0 27 Sep 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 158 1,139 0 25 May 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 134 7,590 0 22 Sep 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 103 12,163 0 19 Dec 2013