Distributed Prioritized Experience Replay

2 March 2018

Dan Horgan

David Budden

David Silver

Papers citing "Distributed Prioritized Experience Replay"

50 / 373 papers shown

Title
Probing Transfer in Deep Reinforcement Learning without Task Engineering Andrei A. Rusu Sebastian Flennerhag Dushyant Rao Razvan Pascanu R. Hadsell 34 6 0 22 Oct 2022
Deep reinforcement learning oriented for real world dynamic scenarios Diego Martinez L. Riazuelo Luis Montano 17 1 0 20 Oct 2022
Elastic Step DQN: A novel multi-step algorithm to alleviate overestimation in Deep QNetworks Adrian Ly Richard Dazeley Peter Vamplew Francisco Cruz Sunil Aryal 11 8 0 07 Oct 2022
Scaling up Stochastic Gradient Descent for Non-convex Optimisation S. Mohamad H. Alamri A. Bouchachia 42 3 0 06 Oct 2022
Atari-5: Distilling the Arcade Learning Environment down to Five Games Matthew Aitchison Penny Sweetser Marcus Hutter 47 19 0 05 Oct 2022
Parallel Reinforcement Learning Simulation for Visual Quadrotor Navigation Jack D. Saunders Sajad Saeedi Wenbin Li 25 3 0 22 Sep 2022
MAN: Multi-Action Networks Learning Keqin Wang Alison Bartsch A. Farimani 16 3 0 19 Sep 2022
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning Hua Wei Jingxiao Chen Xiyang Ji Hongyang Qin Minwen Deng ... Lin Liu Lanxiao Huang Deheng Ye Qiang Fu Wei Yang 35 27 0 18 Sep 2022
Human-level Atari 200x faster Steven Kapturowski Victor Campos Ray Jiang Nemanja Rakićević Hado van Hasselt Charles Blundell Adria Puigdomenech Badia OffRL 52 28 0 15 Sep 2022
Continuous MDP Homomorphisms and Homomorphic Policy Gradient S. Rezaei-Shoshtari Rosie Zhao Prakash Panangaden D. Meger Doina Precup 33 18 0 15 Sep 2022
Project proposal: A modular reinforcement learning based automated theorem prover Boris Shminke 18 1 0 06 Sep 2022
Actor Prioritized Experience Replay Baturay Saglam Furkan B. Mutlu Dogan C. Cicek Suleyman Serdar Kozat 17 23 0 01 Sep 2022
Autonomous Unmanned Aerial Vehicle Navigation using Reinforcement Learning: A Systematic Review Fadi AlMahamid Katarina Grolinger 16 73 0 25 Aug 2022
An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm Boyin Jin 14 1 0 23 Aug 2022
AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks Mulong Luo Wenjie Xiong G. G. Lee Yueying Li Xiaomeng Yang Amy Zhang Yuandong Tian Hsien-Hsin S. Lee G. E. Suh AAML 40 10 0 17 Aug 2022
Cyclic Policy Distillation: Sample-Efficient Sim-to-Real Reinforcement Learning with Domain Randomization Y. Kadokawa Lingwei Zhu Yoshihisa Tsurumine Takamitsu Matsubara 15 7 0 29 Jul 2022
Learning Deformable Object Manipulation from Expert Demonstrations G. Salhotra Isabella Liu Marcus Dominguez-Kuhne Gaurav Sukhatme 31 27 0 20 Jul 2022
Meta-Referential Games to Learn Compositional Learning Behaviours Kevin Denamganai S. Missaoui James Alfred Walker 19 1 0 16 Jul 2022
K-level Reasoning for Zero-Shot Coordination in Hanabi Brandon Cui Hengyuan Hu Luis Pineda Jakob N. Foerster OffRL LRM 16 26 0 14 Jul 2022
Analysis of Stochastic Processes through Replay Buffers Shirli Di-Castro Shashua Shie Mannor Dotan Di-Castro 26 6 0 26 Jun 2022
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking Arthur Muller M. Sabatelli 19 8 0 21 Jun 2022
DNA: Proximal Policy Optimization with a Dual Network Architecture Mathew H. Aitchison Penny Sweetser OffRL 17 4 0 20 Jun 2022
Fast Population-Based Reinforcement Learning on a Single Machine Arthur Flajolet Claire Bizon Monroc Karim Beguir Thomas Pierrot OffRL 22 10 0 17 Jun 2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS Eleni Nisioti Matéo Mahaut Pierre-Yves Oudeyer Ida Momennejad Clément Moulin-Frier 19 9 0 10 Jun 2022
Byzantine-Robust Online and Offline Distributed Reinforcement Learning Yiding Chen Xuezhou Zhang Kaipeng Zhang Mengdi Wang Xiaojin Zhu OffRL 20 16 0 01 Jun 2022
Non-Markovian policies occupancy measures Romain Laroche Rémi Tachet des Combes Jacob Buckman OffRL 29 1 0 27 May 2022
Transformer with Memory Replay R. Liu Barzan Mozafari OffRL 64 4 0 19 May 2022
Data Valuation for Offline Reinforcement Learning Amir Abolfazli Gregory Palmer D. Kudenko OffRL 15 0 0 19 May 2022
Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning Shuhan Qi Shuhao Zhang Xiaohan Hou Jia-jia Zhang Xinyu Wang Jing Xiao 16 0 0 11 May 2022
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021 Julia Kiseleva Ziming Li Mohammad Aliannejadi Shrestha Mohanty Maartje ter Hoeve ... I. Churin Putra Manggala Kata Naszádi Michiel van der Meer Taewoon Kim LLMAG 31 30 0 05 May 2022
Accelerating Robot Learning of Contact-Rich Manipulations: A Curriculum Learning Study C. C. Beltran-Hernandez Damien Petit I. Ramirez-Alpizar Kensuke Harada 23 1 0 27 Apr 2022
Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning Gheorghe Comanici Amelia Glaese Anita Gergely Daniel Toyama Zafarali Ahmed Tyler Jackson P. Hamel Doina Precup 8 2 0 21 Apr 2022
JORLDY: a fully customizable open source framework for reinforcement learning Kyushik Min Hyunho Lee Kwansu Shin Tae-woo Lee Hojoon Lee Jinwon Choi Sung-Hyun Son OnRL 14 0 0 11 Apr 2022
Dealing with Sparse Rewards Using Graph Neural Networks Matvey Gerasyov Ilya Makarov 8 2 0 25 Mar 2022
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning Pascal Weber Daniel Wälchli Mustafa Zeqiri Petros Koumoutsakos CLL OffRL 10 7 0 24 Mar 2022
Explicit User Manipulation in Reinforcement Learning Based Recommender Systems Matthew Sparr OffRL 17 0 0 20 Mar 2022
Robust Action Gap Increasing with Clipped Advantage Learning Zhe Zhang Yaozhong Gan Xiaoyang Tan 12 2 0 20 Mar 2022
Deep Q-network using reservoir computing with multi-layered readout Toshitaka Matsuki OffRL 18 2 0 03 Mar 2022
MuZero with Self-competition for Rate Control in VP9 Video Compression Amol Mandhane A. Zhernov Maribeth Rauh Chenjie Gu Miaosen Wang ... Jackson Broshear Julian Schrittwieser Thomas Hubert Oriol Vinyals Timothy A. Mann 29 43 0 14 Feb 2022
Uncovering Instabilities in Variational-Quantum Deep Q-Networks Maja Franz Lucas Wolf Maniraman Periyasamy Christian Ufrecht Daniel D. Scherer Axel Plinge Christopher Mutschler Wolfgang Mauerer 24 29 0 10 Feb 2022
Group-Agent Reinforcement Learning Kaiyue Wu Xiaoming Zeng OOD OffRL 12 3 0 10 Feb 2022
Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs Leonardo Lucio Custode Giovanni Iacca 20 13 0 10 Feb 2022
Bayesian Nonparametrics for Offline Skill Discovery Valentin Villecroze H. Braviner Panteha Naderian Chris J. Maddison G. Loaiza-Ganem BDL OffRL 16 8 0 09 Feb 2022
Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies Carlos Güemes-Palau Paul Almasan Shihan Xiao Xiangle Cheng Xiang Shi Pere Barlet-Ros A. Cabellos-Aparicio 21 9 0 01 Feb 2022
Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization Liang Zhang Qiang Wu J. Deng 16 7 0 30 Dec 2021
Graph augmented Deep Reinforcement Learning in the GameRLand3D environment E. Beeching Maxim Peter Philippe Marcotte Jilles Debangoye Olivier Simonin Joshua Romoff Christian Wolf 11 5 0 22 Dec 2021
Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy Gradients Jiafei Lyu Yu Yang Jiangpeng Yan Xiu Li OffRL AI4CE 23 5 0 21 Dec 2021
A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions Jiajun Fan OffRL 21 19 0 08 Dec 2021
PTR-PPO: Proximal Policy Optimization with Prioritized Trajectory Replay Xingxing Liang Yang Ma Yanghe Feng Zhong Liu 22 10 0 07 Dec 2021
Godot Reinforcement Learning Agents E. Beeching Jilles Debangoye Olivier Simonin Christian Wolf GP OnRL 16 5 0 07 Dec 2021