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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,454 papers shown

Title
Accelerating Distributed Deep Reinforcement Learning by In-Network Experience Sampling Masaki Furukawa Hiroki Matsutani OffRL 31 1 0 26 Oct 2021
A Reinforcement Learning Approach to Parameter Selection for Distributed Optimal Power Flow Tai-Yin Chiu Alyssa Kody Youngdae Kim Kibaek Kim Daniel K. Molzahn 52 21 0 22 Oct 2021
ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models Kiran Purohit Soumili Das Jia Wang He Zhu Santu Rana Gabriele Tolomei CML OffRL 97 38 0 22 Oct 2021
Continuous Control with Action Quantization from Demonstrations Robert Dadashi Léonard Hussenot Damien Vincent Sertan Girgin Anton Raichuk Matthieu Geist Olivier Pietquin OffRL 107 23 0 19 Oct 2021
Reinforcement Learning-Based Coverage Path Planning with Implicit Cellular Decomposition Javad Heydari Olimpiya Saha Viswanath Ganapathy OffRL 37 16 0 18 Oct 2021
Variance Reduction based Experience Replay for Policy Optimization Hua Zheng Wei Xie M. Feng OffRL 93 2 0 17 Oct 2021
Improving the sample-efficiency of neural architecture search with reinforcement learning A. Nagy Ábel Boros 118 3 0 13 Oct 2021
REIN-2: Giving Birth to Prepared Reinforcement Learning Agents Using Reinforcement Learning Agents A. Lazaridis I. Vlahavas OffRL 62 2 0 11 Oct 2021
A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets J. E. Grigsby Yanjun Qi OffRL 96 5 0 10 Oct 2021
Cognitively Inspired Learning of Incremental Drifting Concepts Mohammad Rostami Aram Galstyan CLL 69 16 0 09 Oct 2021
Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model Alexander Sieusahai Matthew J. Guzdial 76 13 0 07 Oct 2021
Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective Ting-Han Fan Peter J. Ramadge CML FAtt OffRL 68 2 0 06 Oct 2021
Deep reinforcement learning for guidewire navigation in coronary artery phantom Jihoon Kweon Kyunghwan Kim Chaehyuk Lee Hwi Kwon Jinwoo Park ... Inwook Back J. Roh Y. Moon Jaesoon Choi Young-Hak Kim OnRL 68 34 0 05 Oct 2021
Large Batch Experience Replay Thibault Lahire Matthieu Geist Emmanuel Rachelson OffRL 102 13 0 04 Oct 2021
Learning Online Visual Invariances for Novel Objects via Supervised and Self-Supervised Training Valerio Biscione J. Bowers 100 12 0 04 Oct 2021
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation Soojung Yang Doyeong Hwang Seul Lee Seongok Ryu Sung Ju Hwang 136 73 0 04 Oct 2021
Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations Chi Zhang S. Kuppannagari Viktor Prasanna OffRL 36 8 0 03 Oct 2021
Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events Stefanos Antaris Dimitrios Rafailidis Sarunas Girdzijauskas OffRL 119 0 0 03 Oct 2021
Sim and Real: Better Together Shirli Di-Castro Shashua Dotan DiCastro Shie Mannor 133 11 0 01 Oct 2021
Scalable Online Planning via Reinforcement Learning Fine-Tuning Arnaud Fickinger Hengyuan Hu Brandon Amos Stuart J. Russell Noam Brown 97 21 0 30 Sep 2021
Coordinated Reinforcement Learning for Optimizing Mobile Networks Maxime Bouton Hasan Farooq Julien Forgeat Shruti Bothe Meral Shirazipour P. Karlsson 73 12 0 30 Sep 2021
Dr Jekyll and Mr Hyde: the Strange Case of Off-Policy Policy Updates Romain Laroche Rémi Tachet des Combes 94 8 0 29 Sep 2021
Explanation-Aware Experience Replay in Rule-Dense Environments Francesco Sovrano Alex Raymond Amanda Prorok 49 8 0 29 Sep 2021
BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining Weizhe Hua Yichi Zhang Chuan Guo Zhiru Zhang G. E. Suh OOD 109 16 0 29 Sep 2021
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research Mikayel Samvelyan Robert Kirk Vitaly Kurin Jack Parker-Holder Minqi Jiang Eric Hambro Fabio Petroni Heinrich Küttler Edward Grefenstette Tim Rocktaschel OffRL 319 91 0 27 Sep 2021
Prioritized Experience-based Reinforcement Learning with Human Guidance for Autonomous Driving Jingda Wu Zhiyu Huang Wenhui Huang Chen Lv 105 77 0 26 Sep 2021
Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience C. Banerjee Zhiyong Chen N. Noman 63 34 0 24 Sep 2021
On Bonus-Based Exploration Methods in the Arcade Learning Environment Adrien Ali Taïga W. Fedus Marlos C. Machado Aaron Courville Marc G. Bellemare 59 61 0 22 Sep 2021
Learning offline: memory replay in biological and artificial reinforcement learning Emma Roscow Raymond Chua Rui Ponte Costa Matt W. Jones Nathan Lepora CLL OffRL 41 26 0 21 Sep 2021
Generalization in Text-based Games via Hierarchical Reinforcement Learning Yunqiu Xu Meng Fang Ling Chen Yali Du Chengqi Zhang AI4CE 85 21 0 21 Sep 2021
RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning Adarsh Kosta Malik Aqeel Anwar Priyadarshini Panda A. Raychowdhury Kaushik Roy 30 4 0 16 Sep 2021
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain Jianye Hao Tianpei Yang Hongyao Tang Chenjia Bai Jinyi Liu Zhaopeng Meng Peng Liu Zhen Wang OffRL 86 103 0 14 Sep 2021
Incentivizing an Unknown Crowd Jing Dong Shuai Li Baoxiang Wang OffRL 35 0 0 09 Sep 2021
A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions Xiaocong Chen L. Yao Julian McAuley Guanglin Zhou Xianzhi Wang AI4TS 79 62 0 08 Sep 2021
Temporal Shift Reinforcement Learning Deep Thomas Tichakorn Wongpiromsarn Ali Jannesari OffRL 55 0 0 05 Sep 2021
Event-Based Communication in Distributed Q-Learning Daniel Jarne Ornia M. Mazo 65 2 0 03 Sep 2021
Combining Transformers with Natural Language Explanations Federico Ruggeri Marco Lippi Paolo Torroni 100 1 0 02 Sep 2021
Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation Tiantian Zhang Xueqian Wang Bin Liang Bo Yuan OffRL 80 18 0 01 Sep 2021
Phy-Q as a measure for physical reasoning intelligence Cheng Xue Vimukthini Pinto C. Gamage Ekaterina Nikonova Peng Zhang Jochen Renz LRM 77 12 0 31 Aug 2021
A review of mobile robot motion planning methods: from classical motion planning workflows to reinforcement learning-based architectures Changyin Sun Zicheng He Chunwei Song Changyin Sun 108 59 0 31 Aug 2021
Detection and Continual Learning of Novel Face Presentation Attacks Mohammad Rostami L. Spinoulas Mohamed E. Hussein Joe Mathai Wael AbdAlmageed CLL AAML 73 34 0 27 Aug 2021
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Jiaju Qi Qihao Zhou Lei Lei Kan Zheng FedML 113 161 0 26 Aug 2021
When should agents explore? Miruna Pislar David Szepesvari Georg Ostrovski Diana Borsa Tom Schaul 93 22 0 26 Aug 2021
Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey Richard Dazeley Peter Vamplew Francisco Cruz 72 65 0 20 Aug 2021
Diversity-based Trajectory and Goal Selection with Hindsight Experience Replay Tianhong Dai Hengyan Liu Kai Arulkumaran Guangyu Ren Anil Anthony Bharath 72 11 0 17 Aug 2021
TDM: Trustworthy Decision-Making via Interpretability Enhancement Daoming Lyu Fangkai Yang Hugh Kwon Wen Dong L. Yilmaz Bo Liu 25 12 0 13 Aug 2021
Reinforcement Learning Approach to Active Learning for Image Classification Thorben Werner 18 1 0 12 Aug 2021
DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks Peide Cai Hengli Wang Yuxiang Sun Ming-Yuan Liu GNN 97 39 0 11 Aug 2021
A Survey on Deep Reinforcement Learning for Data Processing and Analytics Qingpeng Cai Can Cui Yiyuan Xiong Wei Wang Zhongle Xie Meihui Zhang OffRL 67 32 0 10 Aug 2021
Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems Shagufta Henna 32 6 0 05 Aug 2021