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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

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Title
Behavior-based Neuroevolutionary Training in Reinforcement Learning Jörg Stork Martin Zaefferer Nils Eisler Patrick Tichelmann Thomas Bartz-Beielstein A. E. Eiben 37 5 0 17 May 2021
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning Xu-Hui Liu Zhenghai Xue Jing-Cheng Pang Shengyi Jiang Feng Xu Yang Yu OffRL 73 37 0 15 May 2021
Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning Fan Zhou Zhoufan Zhu Qi Kuang Liwen Zhang OffRL 70 18 0 14 May 2021
Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective Florin Gogianu Tudor Berariu Mihaela Rosca Claudia Clopath L. Buşoniu Razvan Pascanu 86 56 0 11 May 2021
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks Rong Zhu Mattia Rigotti 65 7 0 10 May 2021
PEARL: Parallelized Expert-Assisted Reinforcement Learning for Scene Rearrangement Planning Hanqing Wang Zan Wang Wei Liang L. Yu 33 1 0 10 May 2021
CASA: Bridging the Gap between Policy Improvement and Policy Evaluation with Conflict Averse Policy Iteration Changnan Xiao Haosen Shi Jiajun Fan Shihong Deng Haiyan Yin 72 0 0 09 May 2021
Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning Yeonji Kim Min Chi 19 0 0 06 May 2021
Density-Aware Federated Imitation Learning for Connected and Automated Vehicles with Unsignalized Intersection Tianhao Wu Mingzhi Jiang Yinhui Han Zheng Yuan Lin Zhang 23 2 0 05 May 2021
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning Marc Aurel Vischer R. T. Lange Henning Sprekeler OOD UQCV OffRL 91 25 0 04 May 2021
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference Xiaocong Chen Lina Yao Xianzhi Wang Aixin Sun Wenjie Zhang Quan Z. Sheng 54 8 0 03 May 2021
Curious Exploration and Return-based Memory Restoration for Deep Reinforcement Learning Saeed Tafazzol Erfan Fathi Mahdi Rezaei Ehsan Asali 18 2 0 02 May 2021
Pedestrian Collision Avoidance for Autonomous Vehicles at Unsignalized Intersection Using Deep Q-Network Kasra Mokhtari Alan R. Wagner 38 6 0 01 May 2021
One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning Chaosheng Dong Xiaojie Jin Weihao Gao Yijia Wang Hongyi Zhang Xiang Wu Jianchao Yang Xiaobing Liu 77 5 0 27 Apr 2021
RP-DQN: An application of Q-Learning to Vehicle Routing Problems Ahmad Bdeir Simon Boeder Tim Dernedde K. Tkachuk Jonas K. Falkner Lars Schmidt-Thieme 39 10 0 25 Apr 2021
A Deep Reinforcement Learning Approach for the Meal Delivery Problem H. Jahanshahi Aysun Bozanta Mucahit Cevik E. M. Kavuk Ayse Tosun Misirli Sibel B. Sonuc Bilgin Kosucu Ayse Basar 69 28 0 24 Apr 2021
Class-Incremental Experience Replay for Continual Learning under Concept Drift Lukasz Korycki Bartosz Krawczyk 84 32 0 24 Apr 2021
Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data Adrian Remonda Sarah Krebs Eduardo E. Veas Granit Luzhnica Roman Kern OffRL 74 23 0 22 Apr 2021
A learning gap between neuroscience and reinforcement learning Samuel T. Wauthier Pietro Mazzaglia Ozan Çatal Cedric De Boom Tim Verbelen Bart Dhoedt 58 3 0 22 Apr 2021
Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems Alvaro Cabrejas Egea Raymond Zhang N. Walton 74 11 0 21 Apr 2021
Planning with Expectation Models for Control Katya Kudashkina Yi Wan Abhishek Naik R. Sutton OffRL 37 0 0 17 Apr 2021
Action Advising with Advice Imitation in Deep Reinforcement Learning Ercüment Ilhan Jeremy Gow Diego Perez-Liebana 38 11 0 17 Apr 2021
Learning and Planning in Complex Action Spaces Thomas Hubert Julian Schrittwieser Ioannis Antonoglou M. Barekatain Simon Schmitt David Silver 103 79 0 13 Apr 2021
Online and Offline Reinforcement Learning by Planning with a Learned Model Julian Schrittwieser Thomas Hubert Amol Mandhane M. Barekatain Ioannis Antonoglou David Silver OffRL 80 118 0 13 Apr 2021
Replay in Deep Learning: Current Approaches and Missing Biological Elements Tyler L. Hayes G. Krishnan M. Bazhenov H. Siegelmann T. Sejnowski Christopher Kanan CLL 77 132 0 01 Apr 2021
Simultaneous Navigation and Construction Benchmarking Environments Wenyu Han Chen Feng Haoran Wu Alexander Gao Armand Jordana Dong Liu Lerrel Pinto Ludovic Righetti 27 0 0 31 Mar 2021
Deep Hedging of Derivatives Using Reinforcement Learning Jay Cao Jacky Chen J. Hull Zissis Poulos 90 76 0 29 Mar 2021
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound Xin Yang Haoran Dou Ruobing Huang Wufeng Xue Yuhao Huang ... H. Luo Huizhi Guo Tianfu Wang Yi Xiong Dong Ni 32 21 0 26 Mar 2021
Deep Reinforcement Learning for Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Medium Transition Ricardo B. Grando J. C. Jesus V. A. Kich A. H. Kolling Nicolas P. Bortoluzzi P. Pinheiro A. A. Neto Paulo L. J. Drews-Jr 69 40 0 23 Mar 2021
Stochastic Reweighted Gradient Descent Ayoub El Hanchi D. Stephens 45 8 0 23 Mar 2021
Bayesian Distributional Policy Gradients Luchen Li A. Faisal BDL OffRL 69 9 0 20 Mar 2021
Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild Zhao-Heng Yin Jia Zheng Weixin Luo Shenhan Qian Hanling Zhang Shenghua Gao VOS 78 17 0 18 Mar 2021
Regularized Behavior Value Estimation Çağlar Gülçehre Sergio Gomez Colmenarejo Ziyun Wang Jakub Sygnowski T. Paine Konrad Zolna Yutian Chen Matthew W. Hoffman Razvan Pascanu Nando de Freitas OffRL 77 38 0 17 Mar 2021
Learning Symbolic Rules for Interpretable Deep Reinforcement Learning Zhihao Ma Yuzheng Zhuang Paul Weng Hankui Zhuo Dong Li Wulong Liu Jianye Hao NAI 140 14 0 15 Mar 2021
Mutual Information State Intrinsic Control Rui Zhao Yang Gao Pieter Abbeel Volker Tresp Wenyuan Xu SSL 58 25 0 15 Mar 2021
Learning robust driving policies without online exploration D. Graves Nhat M. Nguyen Kimia Hassanzadeh Jun Jin Jun Luo OffRL 73 2 0 15 Mar 2021
A Vision Based Deep Reinforcement Learning Algorithm for UAV Obstacle Avoidance Jeremy Roghair Kyungtae Ko Amir Ehsan Niaraki Asli Ali Jannesari 74 33 0 11 Mar 2021
Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme Konstantin Avrachenkov Vivek Borkar H. Dolhare K. Patil 60 9 0 10 Mar 2021
Combining Learning from Demonstration with Learning by Exploration to Facilitate Contact-Rich Tasks Yunlei Shi Zhaopeng Chen Yansong Wu Dimitri Henkel Sebastian Riedel Hongxu Liu Qian Feng Jianwei Zhang 138 13 0 10 Mar 2021
Vision-Based Mobile Robotics Obstacle Avoidance With Deep Reinforcement Learning Patrick Wenzel Torsten Schön Laura Leal-Taixé Zorah Lähner 53 40 0 08 Mar 2021
Off-Belief Learning Hengyuan Hu Adam Lerer Brandon Cui David J. Wu Luis Pineda Noam Brown Jakob N. Foerster OffRL 65 73 0 06 Mar 2021
Selective Replay Enhances Learning in Online Continual Analogical Reasoning Tyler L. Hayes Christopher Kanan CLL 85 20 0 06 Mar 2021
A Dual-Memory Architecture for Reinforcement Learning on Neuromorphic Platforms W. Olin-Ammentorp Yury Sokolov M. Bazhenov OffRL 66 4 0 05 Mar 2021
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games Chao Yu Akash Velu Eugene Vinitsky Jiaxuan Gao Yu Wang Alexandre M. Bayen Yi Wu OffRL 245 1,294 0 02 Mar 2021
Offline Reinforcement Learning with Pseudometric Learning Robert Dadashi Shideh Rezaeifar Nino Vieillard Léonard Hussenot Olivier Pietquin Matthieu Geist OffRL 112 41 0 02 Mar 2021
Decision Making in Monopoly using a Hybrid Deep Reinforcement Learning Approach Trevor Bonjour Marina Haliem A. Alsalem Shilpa Thomas Hongyu Li Vaneet Aggarwal Mayank Kejriwal Bharat K. Bhargava 99 15 0 01 Mar 2021
Task-Agnostic Morphology Evolution D. Hejna Pieter Abbeel Lerrel Pinto 77 27 0 25 Feb 2021
Improved Regret Bound and Experience Replay in Regularized Policy Iteration N. Lazić Dong Yin Yasin Abbasi-Yadkori Csaba Szepesvári OffRL 60 18 0 25 Feb 2021
Domain-invariant NBV Planner for Active Cross-domain Self-localization Kanji Tanaka 18 0 0 23 Feb 2021
Improved Learning of Robot Manipulation Tasks via Tactile Intrinsic Motivation Nikola Vulin Sammy Christen Stefan Stevšić Otmar Hilliges 53 19 0 22 Feb 2021