Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning Yuhang Song Mai Xu Songyang Zhang Liangyu Huo 31 3 0 27 Oct 2017
The Effects of Memory Replay in Reinforcement Learning Ruishan Liu James Zou VLM 11 110 0 18 Oct 2017
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 63 2,237 0 06 Oct 2017
Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning Xiangxiang Chu Hangjun Ye 33 56 0 01 Oct 2017
Towards continuous control of flippers for a multi-terrain robot using deep reinforcement learning Giuseppe Paolo L. Tai Ming Liu 8 7 0 25 Sep 2017
Avoidance of Manual Labeling in Robotic Autonomous Navigation Through Multi-Sensory Semi-Supervised Learning Junhong Xu Shangyue Zhu Hanqing Guo Shaoen Wu SSL 29 3 0 22 Sep 2017
Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning Kyungjae Lee Sungjoon Choi Songhwai Oh 14 67 0 19 Sep 2017
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents Marlos C. Machado Marc G. Bellemare Erik Talvitie J. Veness Matthew J. Hausknecht Michael Bowling 35 544 0 18 Sep 2017
Shared Learning : Enhancing Reinforcement in $Q$ -Ensembles Rakesh R Menon Balaraman Ravindran 27 0 0 14 Sep 2017
Deep Reinforcement Learning with Surrogate Agent-Environment Interface Songli Wang Yutao Jing 20 1 0 12 Sep 2017
Autonomous Quadrotor Landing using Deep Reinforcement Learning Riccardo Polvara Massimiliano Patacchiola Sanjay K. Sharma Jian Wan Andrew Manning R. Sutton Angelo Cangelosi 10 47 0 11 Sep 2017
BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning Simyung Chang Y. Yoo Jaeseok Choi Nojun Kwak OffRL 6 1 0 05 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 24 206 0 25 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 65 2,776 0 19 Aug 2017
Unsupervised Incremental Learning of Deep Descriptors From Video Streams F. Pernici A. Bimbo CLL CVBM 21 12 0 11 Aug 2017
Deep Reinforcement Learning for Inquiry Dialog Policies with Logical Formula Embeddings Takuya Hiraoka Masaaki Tsuchida Yotaro Watanabe 16 0 0 02 Aug 2017
Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards Matej Vecerík Todd Hester Jonathan Scholz Fumin Wang Olivier Pietquin Bilal Piot N. Heess Thomas Rothörl Thomas Lampe Martin Riedmiller OffRL 19 658 0 27 Jul 2017
A Distributional Perspective on Reinforcement Learning Marc G. Bellemare Will Dabney Rémi Munos OffRL 48 1,484 0 21 Jul 2017
Lenient Multi-Agent Deep Reinforcement Learning Gregory Palmer K. Tuyls D. Bloembergen Rahul Savani 36 160 0 14 Jul 2017
Distral: Robust Multitask Reinforcement Learning Yee Whye Teh V. Bapst Wojciech M. Czarnecki John Quan J. Kirkpatrick R. Hadsell N. Heess Razvan Pascanu 44 544 0 13 Jul 2017
Learning Heuristic Search via Imitation M. Bhardwaj Sanjiban Choudhury Sebastian Scherer 21 80 0 10 Jul 2017
Hindsight Experience Replay Marcin Andrychowicz Dwight Crow Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Joshua Tobin Pieter Abbeel Wojciech Zaremba OffRL 92 2,296 0 05 Jul 2017
Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning Haiyan Yin Jianda Chen Sinno Jialin Pan 11 5 0 03 Jul 2017
Robust and Efficient Transfer Learning with Hidden-Parameter Markov Decision Processes Taylor W. Killian Samuel Daulton George Konidaris Finale Doshi-Velez 14 105 0 20 Jun 2017
Hybrid Reward Architecture for Reinforcement Learning H. V. Seijen Mehdi Fatemi Joshua Romoff Romain Laroche Tavian Barnes Jeffrey Tsang 8 252 0 13 Jun 2017
ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning Hangyu Mao Zhibo Gong Yan Ni Zhen Xiao 30 44 0 10 Jun 2017
Parameter Space Noise for Exploration Matthias Plappert Rein Houthooft Prafulla Dhariwal Szymon Sidor Richard Y. Chen Xi Chen Tamim Asfour Pieter Abbeel Marcin Andrychowicz 29 593 0 06 Jun 2017
Non-Markovian Control with Gated End-to-End Memory Policy Networks J. Perez T. Silander OffRL 13 6 0 31 May 2017
Experience Replay Using Transition Sequences Thommen George Karimpanal Roland Bouffanais OffRL 28 14 0 30 May 2017
Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach Aniruddh Raghu Matthieu Komorowski Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi OffRL 11 192 0 23 May 2017
Learning to Factor Policies and Action-Value Functions: Factored Action Space Representations for Deep Reinforcement learning Sahil Sharma A. Suresh Rahul Ramesh Balaraman Ravindran OffRL 15 36 0 20 May 2017
Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning David Isele Reza Rahimi Akansel Cosgun K. Subramanian K. Fujimura 29 137 0 02 May 2017
Investigating Recurrence and Eligibility Traces in Deep Q-Networks J. Harb Doina Precup 25 21 0 18 Apr 2017
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning A. Gruslys Will Dabney M. G. Azar Bilal Piot Marc G. Bellemare Rémi Munos 21 58 0 15 Apr 2017
Deep Q-learning from Demonstrations Todd Hester Matej Vecerík Olivier Pietquin Marc Lanctot Tom Schaul ... Gabriel Dulac-Arnold Ian Osband J. Agapiou Joel Z Leibo A. Gruslys OffRL 14 154 0 12 Apr 2017
A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment Haonan Yu Haichao Zhang Wenyuan Xu LM&Ro 11 25 0 28 Mar 2017
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations Yunzhu Li Jiaming Song Stefano Ermon 19 44 0 26 Mar 2017
Deep Exploration via Randomized Value Functions Ian Osband Benjamin Van Roy Daniel Russo Zheng Wen 41 300 0 22 Mar 2017
Sensor Fusion for Robot Control through Deep Reinforcement Learning Steven Bohez Tim Verbelen E. D. Coninck B. Vankeirsbilck Pieter Simoens Bart Dhoedt SSL 10 29 0 13 Mar 2017
Reinforcement Learning for Transition-Based Mention Detection Georgiana Dinu Wael Hamza Radu Florian 24 1 0 13 Mar 2017
Neural Episodic Control Alexander Pritzel Benigno Uria Sriram Srinivasan A. Badia Oriol Vinyals Demis Hassabis Daan Wierstra Charles Blundell OffRL BDL 35 345 0 06 Mar 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 30 366 0 03 Mar 2017
Bridging the Gap Between Value and Policy Based Reinforcement Learning Ofir Nachum Mohammad Norouzi Kelvin Xu Dale Schuurmans 26 466 0 28 Feb 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip Torr Pushmeet Kohli Shimon Whiteson OffRL 134 596 0 28 Feb 2017
Learning Control for Air Hockey Striking using Deep Reinforcement Learning Ayal Taitler N. Shimkin 17 10 0 26 Feb 2017
Towards a Common Implementation of Reinforcement Learning for Multiple Robotic Tasks Angel Martínez-Tenor Juan-Antonio Fernández-Madrigal A. Cruz-Martín Javier González Jiménez OffRL 8 32 0 21 Feb 2017
Learning to Multi-Task by Active Sampling Sahil Sharma Ashutosh Jha Parikshit Hegde Balaraman Ravindran 18 21 0 20 Feb 2017
Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study John P. Lalor Hao Wu Tsendsuren Munkhdalai Hong-ye Yu ELM 24 3 0 15 Feb 2017
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning Stefan Elfwing E. Uchibe Kenji Doya 8 1,663 0 10 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017