Multi-Agent MDP Homomorphic Networks

9 October 2021

Papers citing "Multi-Agent MDP Homomorphic Networks"

22 / 22 papers shown

Title
Improving Controller Generalization with Dimensionless Markov Decision Processes V. Charvet Sebastian Stein R. Murray-Smith 29 0 0 14 Apr 2025
PEnGUiN: Partially Equivariant Graph NeUral Networks for Sample Efficient MARL Joshua McClellan Greyson Brothers Furong Huang Pratap Tokekar 49 0 0 19 Mar 2025
Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse Yihong Li Chengwei Zhang Furui Zhan Wanting Liu Kailing Zhou Longji Zheng 50 0 0 11 Mar 2025
Equivariant Reinforcement Learning Frameworks for Quadrotor Low-Level Control Beomyeol Yu Taeyoung Lee 39 0 0 27 Feb 2025
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control Jinzhu Luo Dingyang Chen Qi Zhang OffRL 26 0 0 16 Oct 2024
Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction Ric De Santi Federico Arangath Joseph Noah Liniger Mirco Mutti Andreas Krause AI4CE 37 1 0 18 Jul 2024
Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning Xin Yu Rongye Shi Pu Feng Yongkai Tian Simin Li Shuhao Liao Wenjun Wu 29 9 0 30 Dec 2023
Understanding when Dynamics-Invariant Data Augmentations Benefit Model-Free Reinforcement Learning Updates Nicholas Corrado Josiah P. Hanna 16 4 0 26 Oct 2023
$${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning$ ${\rm E}(3)$ -Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning Dingyang Chen Qi Zhang 25 2 0 23 Aug 2023
ESP: Exploiting Symmetry Prior for Multi-Agent Reinforcement Learning Xin Yu Rongye Shi Pu Feng Yongkai Tian Jie Luo Wenjun Wu 36 7 0 30 Jul 2023
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics Yivan Zhang Masashi Sugiyama 20 1 0 19 May 2023
Policy Gradient Methods in the Presence of Symmetries and State Abstractions Prakash Panangaden S. Rezaei-Shoshtari Rosie Zhao D. Meger Doina Precup 25 2 0 09 May 2023
Centralized control for multi-agent RL in a complex Real-Time-Strategy game Roger Creus Castanyer 11 2 0 25 Apr 2023
Equivariant MuZero Andreea Deac T. Weber George Papamakarios 6 3 0 09 Feb 2023
Continual Vision-based Reinforcement Learning with Group Symmetries Shiqi Liu Mengdi Xu Piede Huang Yongkang Liu K. Oguchi Ding Zhao CLL VLM 40 10 0 21 Oct 2022
Equivariant Networks for Zero-Shot Coordination Darius Muglich Christian Schroeder de Witt Elise van der Pol Shimon Whiteson Jakob N. Foerster 45 13 0 21 Oct 2022
Continuous MDP Homomorphisms and Homomorphic Policy Gradient S. Rezaei-Shoshtari Rosie Zhao Prakash Panangaden D. Meger Doina Precup 31 18 0 15 Sep 2022
Maximum Class Separation as Inductive Bias in One Matrix Tejaswi Kasarla Gertjan J. Burghouts Max van Spengler Elise van der Pol Rita Cucchiara Pascal Mettes 17 22 0 17 Jun 2022
Equivariant Reinforcement Learning for Quadrotor UAV Beomyeol Yu Taeyoung Lee 25 7 0 02 Jun 2022
Breaking the Curse of Dimensionality in Multiagent State Space: A Unified Agent Permutation Framework Xiaotian Hao Hangyu Mao Weixun Wang Yaodong Yang Dong Li Yan Zheng Zhen Wang Jianye Hao LRM 27 6 0 10 Mar 2022
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 133 216 0 06 Mar 2020
Neural Enhanced Belief Propagation on Factor Graphs Victor Garcia Satorras Max Welling 22 94 0 04 Mar 2020