Fast Population-Based Reinforcement Learning on a Single Machine

Fast Population-Based Reinforcement Learning on a Single Machine

17 June 2022

Arthur Flajolet

Claire Bizon Monroc

Papers citing "Fast Population-Based Reinforcement Learning on a Single Machine"

9 / 9 papers shown

Title
EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning Bowen Zheng Ran Cheng Kay Chen Tan 34 0 0 25 Jan 2025
Simultaneous Training of First- and Second-Order Optimizers in Population-Based Reinforcement Learning Felix Pfeiffer Shahram Eivazi 14 0 0 27 Aug 2024
EvIL: Evolution Strategies for Generalisable Imitation Learning Silvia Sapora Gokul Swamy Chris Xiaoxuan Lu Yee Whye Teh Jakob Nicolaus Foerster 34 6 0 15 Jun 2024
Scaling Population-Based Reinforcement Learning with GPU Accelerated Simulation Asad Ali Shahid Yashraj S. Narang Vincenzo Petrone Enrico Ferrentino Ankur Handa Dieter Fox Marco Pavone L. Roveda 35 3 0 04 Apr 2024
DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training Aleksei Petrenko Arthur Allshire Gavriel State Ankur Handa Viktor Makoviychuk 32 23 0 20 May 2023
Evolving Populations of Diverse RL Agents with MAP-Elites Thomas Pierrot Arthur Flajolet 25 8 0 09 Mar 2023
Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization Nathan Grinsztajn Daniel Furelos-Blanco Shikha Surana Clément Bonnet Thomas D. Barrett 54 28 0 07 Oct 2022
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Ming Zhou Ziyu Wan Hanjing Wang Muning Wen Runzhe Wu Ying Wen Yaodong Yang Weinan Zhang Jun Wang OffRL 12 46 0 05 Jun 2021
Decoupling Representation Learning from Reinforcement Learning Adam Stooke Kimin Lee Pieter Abbeel Michael Laskin SSL DRL 284 339 0 14 Sep 2020