Multi-Agent Common Knowledge Reinforcement Learning

27 October 2018

Christian Schroeder de Witt

Papers citing "Multi-Agent Common Knowledge Reinforcement Learning"

20 / 20 papers shown

Title
MARLIN: Multi-Agent Reinforcement Learning Guided by Language-Based Inter-Robot Negotiation Toby Godfrey William Hunt Mohammad D. Soorati 64 1 0 18 Oct 2024
Symmetry-Breaking Augmentations for Ad Hoc Teamwork Ravi Hammond Dustin Craggs Mingyu Guo Jakob Foerster Ian Reid 29 1 0 15 Feb 2024
Multicopy Reinforcement Learning Agents Alicia P. Wolfe Oliver Diamond Brigitte Goeler-Slough Remi Feuerman Magdalena Kisielinska Victoria Manfredi 21 0 0 19 Sep 2023
Causality Detection for Efficient Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud LRM 15 0 0 24 Mar 2023
A Variational Approach to Mutual Information-Based Coordination for Multi-Agent Reinforcement Learning Woojun Kim Whiyoung Jung Myungsik Cho Young-Jin Sung 29 7 0 01 Mar 2023
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 39 49 0 21 Sep 2022
Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning Yuchen Xiao Weihao Tan Chris Amato OffRL 64 19 0 20 Sep 2022
Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning Shitao Xiao V. Subramanian 29 9 0 25 Oct 2021
Solving Common-Payoff Games with Approximate Policy Iteration Samuel Sokota Edward Lockhart Finbarr Timbers Elnaz Davoodi Ryan DÓrazio Neil Burch Martin Schmid Michael Bowling Marc Lanctot 42 22 0 11 Jan 2021
Open Problems in Cooperative AI Allan Dafoe Edward Hughes Yoram Bachrach Tantum Collins Kevin R. McKee Joel Z Leibo Kate Larson T. Graepel 42 199 0 15 Dec 2020
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning Shariq Iqbal Christian Schroeder de Witt Bei Peng Wendelin Bohmer Shimon Whiteson Fei Sha 29 64 0 07 Jun 2020
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning Wenhao Li Bo Jin Xiangfeng Wang Junchi Yan H. Zha 25 21 0 17 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
Deep Coordination Graphs Wendelin Bohmer Vitaly Kurin Shimon Whiteson GNN 21 174 0 27 Sep 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 51 412 0 11 Aug 2019
Rethinking Formal Models of Partially Observable Multiagent Decision Making Vojtěch Kovařík Martin Schmid Neil Burch Michael Bowling Viliam Lisý OffRL 19 54 0 26 Jun 2019
The StarCraft Multi-Agent Challenge Mikayel Samvelyan Tabish Rashid Christian Schroeder de Witt Gregory Farquhar Nantas Nardelli Tim G. J. Rudner Chia-Man Hung Philip Torr Jakob N. Foerster Shimon Whiteson 47 932 0 11 Feb 2019
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 78 1,656 0 30 Mar 2018
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip Torr Pushmeet Kohli Shimon Whiteson OffRL 134 595 0 28 Feb 2017
Agreeing to Cross: How Drivers and Pedestrians Communicate Amir Rasouli Iuliia Kotseruba John K. Tsotsos 3DV 58 198 0 12 Feb 2017