Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies

Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies

27 February 2025

Papers citing "Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies"

15 / 15 papers shown

Title
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations Albert Wilcox Ashwin Balakrishna Jules Dedieu Wyame Benslimane Daniel S. Brown Ken Goldberg OffRL 26 19 0 14 Oct 2022
MSRL: Distributed Reinforcement Learning with Dataflow Fragments Huanzhou Zhu Bo Zhao Gang Chen Weifeng Chen Yijie Chen Liang Shi Yaodong Yang Peter R. Pietzuch Lei Chen OffRL MoE 37 7 0 03 Oct 2022
Scaling Laws for a Multi-Agent Reinforcement Learning Model Oren Neumann C. Gros 45 26 0 29 Sep 2022
Reverb: A Framework For Experience Replay Albin Cassirer Gabriel Barth-Maron E. Brevdo Sabela Ramos Toby Boyd Thibault Sottiaux M. Kroiss VLM OffRL 42 38 0 09 Feb 2021
AllenAct: A Framework for Embodied AI Research Luca Weihs Jordi Salvador Klemen Kotar Unnat Jain Kuo-Hao Zeng Roozbeh Mottaghi Aniruddha Kembhavi LM&Ro AI4CE 27 72 0 28 Aug 2020
Dota 2 with Large Scale Deep Reinforcement Learning OpenAI OpenAI : Christopher Berner Greg Brockman Brooke Chan ... Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski Susan Zhang GNN VLM CLL AI4CE LRM 70 1,805 0 13 Dec 2019
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning Mahmoud Assran Joshua Romoff Nicolas Ballas Joelle Pineau Michael G. Rabbat 38 32 0 09 Jun 2019
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 126 736 0 02 Mar 2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures L. Espeholt Hubert Soyer Rémi Munos Karen Simonyan Volodymyr Mnih ... Vlad Firoiu Tim Harley Iain Dunning Shane Legg Koray Kavukcuoglu 138 1,584 0 05 Feb 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 196 18,685 0 20 Jul 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 134 1,517 0 25 Jan 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 154 8,805 0 04 Feb 2016
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 183 3,777 0 18 Nov 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 161 13,174 0 09 Sep 2015
Massively Parallel Methods for Deep Reinforcement Learning Arun Nair Praveen Srinivasan Sam Blackwell Cagdas Alcicek Rory Fearon ... Stig Petersen Shane Legg Volodymyr Mnih Koray Kavukcuoglu David Silver OffRL AI4CE GNN 61 504 0 15 Jul 2015