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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

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Title
Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes using Transfer Learning Aqeel Anwar A. Raychowdhury 83 74 0 12 Oct 2019
Influence-Based Multi-Agent Exploration Tonghan Wang Jianhao Wang Yi Wu Chongjie Zhang 92 139 0 12 Oct 2019
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey Bin Qian Jie Su Z. Wen D. N. Jha Yinhao Li ... Albert Y. Zomaya Omer F. Rana Lizhe Wang Maciej Koutny R. Ranjan 75 4 0 11 Oct 2019
Efficient Intrinsically Motivated Robotic Grasping with Learning-Adaptive Imagination in Latent Space Muhammad Burhan Hafez C. Weber Matthias Kerzel S. Wermter 31 15 0 10 Oct 2019
Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments Vinicius G. Goecks Gregory M. Gremillion Vernon J. Lawhern J. Valasek Nicholas R. Waytowich OffRL 110 31 0 09 Oct 2019
A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning Taiyu Zhu Kezhi Li Pantelis Georgiou OffRL 64 8 0 09 Oct 2019
Hierarchical Deep Double Q-Routing Ramy E. Ali B. Erman Ejder Bastug Bruce Cilli 64 17 0 09 Oct 2019
Learning Visual Affordances with Target-Orientated Deep Q-Network to Grasp Objects by Harnessing Environmental Fixtures Hengyue Liang Xibai Lou Yang Yang Changhyun Choi OOD 70 16 0 09 Oct 2019
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples Mahardhika Pratama Choiru Za’in Andri Ashfahani Yew-Soon Ong Weiping Ding AI4CE 137 52 0 08 Oct 2019
Striving for Simplicity and Performance in Off-Policy DRL: Output Normalization and Non-Uniform Sampling Che Wang Yanqiu Wu Q. Vuong George Andriopoulos 36 6 0 05 Oct 2019
Relationship Explainable Multi-objective Optimization Via Vector Value Function Based Reinforcement Learning Huixin Zhan Yongcan Cao 66 7 0 02 Oct 2019
Accelerating Deep Learning by Focusing on the Biggest Losers Angela H. Jiang Daniel L.-K. Wong Giulio Zhou D. Andersen J. Dean ... Gauri Joshi M. Kaminsky M. Kozuch Zachary Chase Lipton Padmanabhan Pillai 98 124 0 02 Oct 2019
Reinforcement Learning for Multi-Objective Optimization of Online Decisions in High-Dimensional Systems Hardik Meisheri Vinita Baniwal Nazneen N. Sultana Balaraman Ravindran H. Khadilkar OffRL 28 2 0 01 Oct 2019
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 134 88 0 30 Sep 2019
Relationship Explainable Multi-objective Reinforcement Learning with Semantic Explainability Generation Huixin Zhan Yongcan Cao 66 2 0 26 Sep 2019
Off-Policy Actor-Critic with Shared Experience Replay Simon Schmitt Matteo Hessel Karen Simonyan OffRL 80 68 0 25 Sep 2019
Nearly Consistent Finite Particle Estimates in Streaming Importance Sampling Alec Koppel Amrit Singh Bedi Brian M. Sadler Victor Elvira 69 2 0 23 Sep 2019
Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture Pawel Ladosz Eseoghene Ben-Iwhiwhu Jeffery Dick Yang Hu Nicholas A. Ketz Soheil Kolouri J. Krichmar Praveen K. Pilly Andrea Soltoggio 138 19 0 21 Sep 2019
Bayesian Optimization for Iterative Learning Vu-Linh Nguyen Sebastian Schulze Michael A. Osborne BDL 114 33 0 20 Sep 2019
How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning? W. Lewis Mark Moll Lydia E. Kavraki OffRL 48 5 0 20 Sep 2019
Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment Ali Alizadeh Majid Moghadam Yunus Bicer N. K. Üre M. U. Yavas C. Kurtulus 84 99 0 18 Sep 2019
Ludwig: a type-based declarative deep learning toolbox Piero Molino Yaroslav Dudin Sai Sumanth Miryala VLM 73 64 0 17 Sep 2019
Learning Index Selection with Structured Action Spaces Jeremy Welborn Michael Schaarschmidt Eiko Yoneki 32 10 0 16 Sep 2019
Selfie Drone Stick: A Natural Interface for Quadcopter Photography Saif Alabachi G. Sukthankar Rahul Sukthankar 23 0 0 14 Sep 2019
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 95 197 0 11 Sep 2019
A Deep Learning Approach to Grasping the Invisible Yang Yang Hengyue Liang Changhyun Choi 93 97 0 11 Sep 2019
Reinforcement Learning and Video Games Yue Zheng 23 4 0 10 Sep 2019
A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots Nicolai A. Lynnerup Laura Nolling Rasmus Hasle J. Hallam 46 18 0 09 Sep 2019
Deep Reinforcement Learning for Control of Probabilistic Boolean Networks Georgios Papagiannis S. Moschoyiannis AI4CE BDL 46 22 0 07 Sep 2019
Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information Yiren Zhao Ilia Shumailov Han Cui Xitong Gao Robert D. Mullins Ross J. Anderson AAML 85 29 0 06 Sep 2019
Efficient Automatic Meta Optimization Search for Few-Shot Learning Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi Feiyu Xu 26 0 0 06 Sep 2019
rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch Adam Stooke Pieter Abbeel OffRL 77 98 0 03 Sep 2019
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems T. Paine Çağlar Gülçehre Bobak Shahriari Misha Denil Matt Hoffman ... Duncan Williams Gabriel Barth-Maron Ziyun Wang Nando de Freitas Worlds Team 82 84 0 03 Sep 2019
Exploration-Enhanced POLITEX Yasin Abbasi-Yadkori N. Lazić Csaba Szepesvári Gellert Weisz 76 23 0 27 Aug 2019
Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan Jie Fu Marc-Alexandre Côté Yi Tay C. Pal Adam Trischler 104 16 0 27 Aug 2019
A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots Heriberto Cuayáhuitl OffRL 53 17 0 27 Aug 2019
Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning Xudong Sun B. Bischl BDL 67 9 0 25 Aug 2019
Reinforcement Learning in Healthcare: A Survey Chao Yu Jiming Liu S. Nemati LM&MA OffRL 203 581 0 22 Aug 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation Runzhe Yang Xingyuan Sun Karthik Narasimhan 93 259 0 21 Aug 2019
A survey on intrinsic motivation in reinforcement learning A. Aubret L. Matignon S. Hassas AI4CE 121 144 0 19 Aug 2019
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies Felix M. Strnad W. Barfuss J. Donges J. Heitzig 55 25 0 15 Aug 2019
Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing field Marin Toromanoff É. Wirbel Fabien Moutarde OffRL 91 25 0 13 Aug 2019
A review on Deep Reinforcement Learning for Fluid Mechanics Paul Garnier J. Viquerat Jean Rabault A. Larcher A. Kuhnle E. Hachem AI4CE 78 265 0 12 Aug 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 122 439 0 11 Aug 2019
Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment Adrien Ali Taïga W. Fedus Marlos C. Machado Aaron Courville Marc G. Bellemare 87 41 0 06 Aug 2019
Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges Lei Lei Yue Tan Kan Zheng Shiwen Liu K. Zheng Xuemin Shen Shen OffRL 89 205 0 22 Jul 2019
Accelerating Reinforcement Learning through GPU Atari Emulation Steven Dalton I. Frosio M. Garland ELM 58 9 0 19 Jul 2019
Convolutional Reservoir Computing for World Models Hanten Chang K. Futagami 50 4 0 18 Jul 2019
Prioritized Guidance for Efficient Multi-Agent Reinforcement Learning Exploration Qisheng Wang Qichao Wang 29 1 0 18 Jul 2019
Deep Reinforcement Learning Based Robot Arm Manipulation with Efficient Training Data through Simulation Xiaowei Xing D. Chang 27 6 0 16 Jul 2019