Accelerated Methods for Deep Reinforcement Learning

Accelerated Methods for Deep Reinforcement Learning

7 March 2018

Pieter Abbeel

Papers citing "Accelerated Methods for Deep Reinforcement Learning"

15 / 65 papers shown

Title
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning Mahmoud Assran Joshua Romoff Nicolas Ballas Joelle Pineau Michael G. Rabbat 28 32 0 09 Jun 2019
Continual Reinforcement Learning in 3D Non-stationary Environments Vincenzo Lomonaco Karan Desai Eugenio Culurciello Davide Maltoni OffRL 15 41 0 24 May 2019
Combining Experience Replay with Exploration by Random Network Distillation Francesco Sovrano 16 15 0 18 May 2019
Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer E. Beeching Christian Wolf J. Dibangoye Olivier Simonin OffRL LRM 32 25 0 03 Apr 2019
Asynchronous Episodic Deep Deterministic Policy Gradient: Towards Continuous Control in Computationally Complex Environments Zhizheng Zhang Jiale Chen Zhibo Chen Weiping Li OffRL 17 60 0 03 Mar 2019
Marathon Environments: Multi-Agent Continuous Control Benchmarks in a Modern Video Game Engine J. Booth Jackson Booth 8 6 0 25 Feb 2019
Metaoptimization on a Distributed System for Deep Reinforcement Learning Greg Heinrich I. Frosio OffRL 16 2 0 07 Feb 2019
An Empirical Model of Large-Batch Training Sam McCandlish Jared Kaplan Dario Amodei OpenAI Dota Team 13 267 0 14 Dec 2018
AsyncQVI: Asynchronous-Parallel Q-Value Iteration for Discounted Markov Decision Processes with Near-Optimal Sample Complexity Yibo Zeng Fei Feng W. Yin 19 3 0 03 Dec 2018
PNS: Population-Guided Novelty Search for Reinforcement Learning in Hard Exploration Environments Qihao Liu Yujia Wang Xiao-Fei Liu 17 8 0 26 Nov 2018
GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning Jacky Liang Viktor Makoviychuk Ankur Handa N. Chentanez Miles Macklin D. Fox AI4CE 13 182 0 12 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 32 550 0 12 Oct 2018
Robot_gym: accelerated robot training through simulation in the cloud with ROS and Gazebo Víctor Mayoral-Vilches A. Cordero A. Calvo I. Ugarte R. Kojcev 8 1 0 30 Aug 2018
QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation Dmitry Kalashnikov A. Irpan P. Pastor Julian Ibarz Alexander Herzog ... Deirdre Quillen E. Holly Mrinal Kalakrishnan Vincent Vanhoucke Sergey Levine 9 1,446 0 27 Jun 2018
Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes Igor Adamski R. Adamski T. Grel Adam Jedrych Kamil Kaczmarek Henryk Michalewski OffRL 30 37 0 09 Jan 2018