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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

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Title
Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog Jiaping Zhang Tiancheng Zhao Zhou Yu 57 40 0 08 May 2018
Deep Reinforcement Learning for Playing 2.5D Fighting Games Yu-Jhe Li Hsin-Yu Chang Yu-Jing Lin Po-Wei Wu Y. Wang GAN 31 5 0 05 May 2018
State Distribution-aware Sampling for Deep Q-learning Weichao Li Fuxian Huang Xi Li G. Pan Leilei Gan TTA 46 4 0 23 Apr 2018
Distributed Distributional Deterministic Policy Gradients Gabriel Barth-Maron Matthew W. Hoffman David Budden Will Dabney Dan Horgan TB Dhruva Alistair Muldal N. Heess Timothy Lillicrap OffRL 114 480 0 23 Apr 2018
CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++ Xiaolin Wang 26 1 0 14 Apr 2018
Robust Dual View Deep Agent Ibrahim Sobh N. Darwish 66 2 0 13 Apr 2018
MOVI: A Model-Free Approach to Dynamic Fleet Management Takuma Oda Carlee Joe-Wong 66 94 0 13 Apr 2018
A Human Mixed Strategy Approach to Deep Reinforcement Learning Ngoc Duy Nguyen S. Nahavandi Thanh Nguyen 76 12 0 05 Apr 2018
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning Kun Shao Yuanheng Zhu Dongbin Zhao 145 171 0 03 Apr 2018
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments L. Kidzinski Sharada Mohanty Carmichael F. Ong Zhewei Huang Shuchang Zhou ... Sean F. Carroll Jennifer Hicks Sergey Levine M. Salathé Scott L. Delp 103 89 0 02 Apr 2018
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks Xiaoyuan Liang Xunsheng Du Guiling Wang Zhu Han 67 418 0 29 Mar 2018
Learning Synergies between Pushing and Grasping with Self-supervised Deep Reinforcement Learning Andy Zeng Shuran Song Stefan Welker Johnny Lee Alberto Rodriguez Thomas Funkhouser SSL 128 572 0 27 Mar 2018
Forward-Backward Reinforcement Learning Ashley D. Edwards Laura Downs James C. Davidson 75 38 0 27 Mar 2018
Natural Gradient Deep Q-learning Ethan Knight Osher Lerner 38 10 0 20 Mar 2018
Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning Weihao Yuan J. A. Stork Danica Kragic M. Y. Wang Kaiyu Hang 41 55 0 15 Mar 2018
Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning C. Hoel Krister Wolff L. Laine 62 177 0 14 Mar 2018
Imitation Learning with Concurrent Actions in 3D Games Jack Harmer Linus Gisslén Jorge del Val Henrik Holst Joakim Bergdahl Tom Olsson K. Sjöö Magnus Nordin 75 46 0 14 Mar 2018
Policy Search in Continuous Action Domains: an Overview Olivier Sigaud F. Stulp 131 73 0 13 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 134 1,320 0 12 Mar 2018
Accelerated Methods for Deep Reinforcement Learning Adam Stooke Pieter Abbeel OffRL OnRL 73 136 0 07 Mar 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning Wenfeng Feng Hankui Zhuo S. Kambhampati 88 60 0 07 Mar 2018
Not All Samples Are Created Equal: Deep Learning with Importance Sampling Angelos Katharopoulos François Fleuret 126 526 0 02 Mar 2018
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 165 742 0 02 Mar 2018
Hierarchical Imitation and Reinforcement Learning Hoang Minh Le Nan Jiang Alekh Agarwal Miroslav Dudík Yisong Yue Hal Daumé 79 194 0 01 Mar 2018
Selective Experience Replay for Lifelong Learning David Isele Akansel Cosgun CLL 97 460 0 28 Feb 2018
DiGrad: Multi-Task Reinforcement Learning with Shared Actions Parijat Dewangan S. Teja K. M. Krishna Abhishek Sarkar Balaraman Ravindran 43 7 0 27 Feb 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 383 5,256 0 26 Feb 2018
Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research Matthias Plappert Marcin Andrychowicz Alex Ray Bob McGrew Bowen Baker ... Joshua Tobin Maciek Chociej Peter Welinder Vikash Kumar Wojciech Zaremba 81 573 0 26 Feb 2018
Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling C. Riquelme George Tucker Jasper Snoek BDL 100 366 0 26 Feb 2018
Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments Yan Zheng Jianye Hao Zongzhang Zhang OffRL 63 38 0 23 Feb 2018
Efficient Exploration through Bayesian Deep Q-Networks Kamyar Azizzadenesheli Anima Anandkumar OffRL BDL 112 163 0 13 Feb 2018
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation Dane S. Corneil W. Gerstner Johanni Brea OffRL 86 62 0 12 Feb 2018
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis Brenden K. Petersen Jiachen Yang Will Grathwohl Chase Cockrell Claudio Santiago G. An Daniel Faissol AI4CE 53 26 0 08 Feb 2018
Decomposition Methods with Deep Corrections for Reinforcement Learning Maxime Bouton Kyle D. Julian A. Nakhaei K. Fujimura Mykel J. Kochenderfer 43 7 0 06 Feb 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang Wenyuan Xu LLMAG LM&Ro 197 79 0 31 Jan 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 68 16 0 29 Jan 2018
Experience-driven Networking: A Deep Reinforcement Learning based Approach Zhiyuan Xu Jian Tang Jingsong Meng Weiyi Zhang Yanzhi Wang C. Liu Dejun Yang OffRL 92 364 0 17 Jan 2018
Faster Deep Q-learning using Neural Episodic Control Daichi Nishio S. Yamane OffRL 82 10 0 06 Jan 2018
ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning, & Snapshot Ensembling Christopher Schulze Marcus Schulze 115 32 0 03 Jan 2018
ScreenerNet: Learning Self-Paced Curriculum for Deep Neural Networks Tae-Hoon Kim Jonghyun Choi 89 9 0 03 Jan 2018
DeepMind Control Suite Yuval Tassa Yotam Doron Alistair Muldal Tom Erez Yazhe Li ... A. Abdolmaleki J. Merel Andrew Lefrancq Timothy Lillicrap Martin Riedmiller ELM LM&Ro BDL 156 1,144 0 02 Jan 2018
Boosting the Actor with Dual Critic Bo Dai Albert Eaton Shaw Niao He Lihong Li Le Song 73 46 0 29 Dec 2017
RLlib: Abstractions for Distributed Reinforcement Learning Eric Liang Richard Liaw Philipp Moritz Robert Nishihara Roy Fox Ken Goldberg Joseph E. Gonzalez Michael I. Jordan Ion Stoica OffRL AI4CE 107 175 0 26 Dec 2017
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator Stephen Tu Benjamin Recht OffRL 83 131 0 22 Dec 2017
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning F. Such Vashisht Madhavan Edoardo Conti Joel Lehman Kenneth O. Stanley Jeff Clune 155 697 0 18 Dec 2017
Towards a Deep Reinforcement Learning Approach for Tower Line Wars Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo 47 3 0 17 Dec 2017
Assumed Density Filtering Q-learning Heejin Jeong Clark Zhang George J. Pappas Daniel D. Lee OffRL 43 5 0 09 Dec 2017
A Deeper Look at Experience Replay Shangtong Zhang R. Sutton OffRL VLM 120 276 0 04 Dec 2017
Time Limits in Reinforcement Learning Fabio Pardo Arash Tavakoli Vitaly Levdik Petar Kormushev CLL 107 161 0 01 Dec 2017
Variational Deep Q Network Yunhao Tang A. Kucukelbir BDL 95 10 0 30 Nov 2017