Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

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Title
Natural Gradient Deep Q-learning Ethan Knight Osher Lerner 21 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 16 55 0 15 Mar 2018
Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning C. Hoel Krister Wolff L. Laine 20 175 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 21 45 0 14 Mar 2018
Policy Search in Continuous Action Domains: an Overview Olivier Sigaud F. Stulp 16 72 0 13 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 50 1,306 0 12 Mar 2018
Accelerated Methods for Deep Reinforcement Learning Adam Stooke Pieter Abbeel OffRL OnRL 25 133 0 07 Mar 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning Wenfeng Feng Hankui Zhuo S. Kambhampati 44 59 0 07 Mar 2018
Not All Samples Are Created Equal: Deep Learning with Importance Sampling Angelos Katharopoulos François Fleuret 23 510 0 02 Mar 2018
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 113 731 0 02 Mar 2018
Hierarchical Imitation and Reinforcement Learning Hoang Minh Le Nan Jiang Alekh Agarwal Miroslav Dudík Yisong Yue Hal Daumé 33 190 0 01 Mar 2018
Selective Experience Replay for Lifelong Learning David Isele Akansel Cosgun CLL 43 449 0 28 Feb 2018
DiGrad: Multi-Task Reinforcement Learning with Shared Actions Parijat Dewangan S. Teja K. M. Krishna Abhishek Sarkar Balaraman Ravindran 29 7 0 27 Feb 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 49 5,069 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 33 557 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 41 365 0 26 Feb 2018
Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments Yan Zheng Jianye Hao Zongzhang Zhang OffRL 21 38 0 23 Feb 2018
Efficient Exploration through Bayesian Deep Q-Networks Kamyar Azizzadenesheli Anima Anandkumar OffRL BDL 26 162 0 13 Feb 2018
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation Dane S. Corneil W. Gerstner Johanni Brea OffRL 24 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 15 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 21 7 0 06 Feb 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang Wenyuan Xu LLMAG LM&Ro 30 77 0 31 Jan 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 18 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 29 359 0 17 Jan 2018
Faster Deep Q-learning using Neural Episodic Control Daichi Nishio S. Yamane OffRL 31 10 0 06 Jan 2018
ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning, & Snapshot Ensembling Christopher Schulze Marcus Schulze 29 32 0 03 Jan 2018
ScreenerNet: Learning Self-Paced Curriculum for Deep Neural Networks Tae-Hoon Kim Jonghyun Choi 28 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 62 1,105 0 02 Jan 2018
Boosting the Actor with Dual Critic Bo Dai Albert Eaton Shaw Niao He Lihong Li Le Song 35 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 31 173 0 26 Dec 2017
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator Stephen Tu Benjamin Recht OffRL 37 130 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 47 686 0 18 Dec 2017
Towards a Deep Reinforcement Learning Approach for Tower Line Wars Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo 21 3 0 17 Dec 2017
Assumed Density Filtering Q-learning Heejin Jeong Clark Zhang George J. Pappas Daniel D. Lee OffRL 13 5 0 09 Dec 2017
A Deeper Look at Experience Replay Shangtong Zhang R. Sutton OffRL VLM 47 269 0 04 Dec 2017
Time Limits in Reinforcement Learning Fabio Pardo Arash Tavakoli Vitaly Levdik Petar Kormushev CLL 44 158 0 01 Dec 2017
Variational Deep Q Network Yunhao Tang A. Kucukelbir BDL 38 10 0 30 Nov 2017
Deep Reinforcement Learning for Sepsis Treatment Aniruddh Raghu Matthieu Komorowski Imran Ahmed Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi OffRL 30 170 0 27 Nov 2017
Action Branching Architectures for Deep Reinforcement Learning Arash Tavakoli Fabio Pardo Petar Kormushev 22 260 0 24 Nov 2017
Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017 M. Botvinick David Barrett Peter W. Battaglia Nando de Freitas D. Kumaran ... Greg Wayne T. Weber Daan Wierstra Shane Legg Demis Hassabis LRM 41 36 0 22 Nov 2017
Teaching a Machine to Read Maps with Deep Reinforcement Learning Gino Brunner Oliver Richter Yuyi Wang Roger Wattenhofer 3DV 27 52 0 20 Nov 2017
Is prioritized sweeping the better episodic control? Johanni Brea 17 8 0 20 Nov 2017
Scalable Recollections for Continual Lifelong Learning Matthew D Riemer Tim Klinger Djallel Bouneffouf M. Franceschini CLL 24 62 0 17 Nov 2017
Learning to Organize Knowledge and Answer Questions with N-Gram Machines Fan Yang Jiazhong Nie William W. Cohen Ni Lao NAI 35 3 0 17 Nov 2017
Memory Based Online Learning of Deep Representations from Video Streams F. Pernici F. Bartoli Matteo Bruni A. Bimbo CVBM 41 29 0 17 Nov 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian Scherer Debadeepta Dey 46 80 0 17 Nov 2017
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems Zachary Chase Lipton Xiujun Li Jianfeng Gao Lihong Li Faisal Ahmed Li Deng 30 172 0 15 Nov 2017
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 888 0 11 Nov 2017
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 41 641 0 10 Nov 2017
Distributional Reinforcement Learning with Quantile Regression Will Dabney Mark Rowland Marc G. Bellemare Rémi Munos 50 749 0 27 Oct 2017