Evolutionary Reinforcement Learning for Sample-Efficient Multiagent
Coordination

Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination

18 June 2019

Shauharda Khadka

Somdeb Majumdar

Stephen McAleer

Papers citing "Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination"

11 / 11 papers shown

Title
Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics Neil De La Fuente Miquel Noguer i Alonso Guim Casadellà 38 0 0 31 Dec 2024
Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning Hui Bai Ran Cheng 53 4 0 12 Apr 2024
Phylogeny-Informed Interaction Estimation Accelerates Co-Evolutionary Learning Jack Garbus Thomas Willkens Alexander Lalejini Jordan Pollack 23 1 0 09 Apr 2024
Short vs. Long-term Coordination of Drones: When Distributed Optimization Meets Deep Reinforcement Learning Chuhao Qin Evangelos Pournaras 35 1 0 16 Nov 2023
Opponent-aware Role-based Learning in Team Competitive Markov Games Paramita Koley Aurghya Maiti Niloy Ganguly Sourangshu Bhattacharya 29 1 0 14 Jan 2023
ERL-Re $^2$ : Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation Jianye Hao Pengyi Li Hongyao Tang Yan Zheng Xian Fu Zhaopeng Meng 29 23 0 26 Oct 2022
Harnessing Distribution Ratio Estimators for Learning Agents with Quality and Diversity Tanmay Gangwani Jian Peng Yuanshuo Zhou 26 10 0 05 Nov 2020
Effective Diversity in Population Based Reinforcement Learning Jack Parker-Holder Aldo Pacchiano K. Choromanski Stephen J. Roberts 22 158 0 03 Feb 2020
A Generalized Training Approach for Multiagent Learning Paul Muller Shayegan Omidshafiei Mark Rowland K. Tuyls Julien Perolat ... Zhe Wang Guy Lever N. Heess T. Graepel Rémi Munos 22 89 0 27 Sep 2019
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 43 551 0 12 Oct 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