Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Learning Online Visual Invariances for Novel Objects via Supervised and Self-Supervised Training Valerio Biscione J. Bowers 56 13 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 39 67 0 04 Oct 2021
Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations Chi Zhang S. Kuppannagari Viktor Prasanna OffRL 21 7 0 03 Oct 2021
Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events Stefanos Antaris Dimitrios Rafailidis Sarunas Girdzijauskas OffRL 27 0 0 03 Oct 2021
Sim and Real: Better Together Shirli Di-Castro Shashua Dotan DiCastro Shie Mannor 58 11 0 01 Oct 2021
Scalable Online Planning via Reinforcement Learning Fine-Tuning Arnaud Fickinger Hengyuan Hu Brandon Amos Stuart J. Russell Noam Brown 54 21 0 30 Sep 2021
Coordinated Reinforcement Learning for Optimizing Mobile Networks Maxime Bouton Hasan Farooq Julien Forgeat Shruti Bothe Meral Shirazipour P. Karlsson 33 11 0 30 Sep 2021
Dr Jekyll and Mr Hyde: the Strange Case of Off-Policy Policy Updates Romain Laroche Rémi Tachet des Combes 46 8 0 29 Sep 2021
Explanation-Aware Experience Replay in Rule-Dense Environments Francesco Sovrano Alex Raymond Amanda Prorok 21 7 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 44 15 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 238 89 0 27 Sep 2021
Prioritized Experience-based Reinforcement Learning with Human Guidance for Autonomous Driving Jingda Wu Zhiyu Huang Wenhui Huang Chen Lv 57 74 0 26 Sep 2021
Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience C. Banerjee Zhiyong Chen N. Noman 21 30 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 24 58 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 16 25 0 21 Sep 2021
Generalization in Text-based Games via Hierarchical Reinforcement Learning Yunqiu Xu Meng Fang Ling Chen Yali Du Chengqi Zhang AI4CE 45 20 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 13 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 41 93 0 14 Sep 2021
Incentivizing an Unknown Crowd Jing Dong Shuai Li Baoxiang Wang OffRL 9 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 28 61 0 08 Sep 2021
Temporal Shift Reinforcement Learning Deep Thomas Tichakorn Wongpiromsarn Ali Jannesari OffRL 31 0 0 05 Sep 2021
Event-Based Communication in Distributed Q-Learning Daniel Jarne Ornia M. Mazo 33 1 0 03 Sep 2021
Combining Transformers with Natural Language Explanations Federico Ruggeri Marco Lippi Paolo Torroni 25 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 40 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 32 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 43 54 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 13 34 0 27 Aug 2021
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Jiaju Qi Qihao Zhou Lei Lei Kan Zheng FedML 31 146 0 26 Aug 2021
When should agents explore? Miruna Pislar David Szepesvari Georg Ostrovski Diana Borsa Tom Schaul 40 22 0 26 Aug 2021
Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey Richard Dazeley Peter Vamplew Francisco Cruz 32 60 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 36 11 0 17 Aug 2021
TDM: Trustworthy Decision-Making via Interpretability Enhancement Daoming Lyu Fangkai Yang Hugh Kwon Wen Dong L. Yilmaz Bo Liu 11 12 0 13 Aug 2021
Reinforcement Learning Approach to Active Learning for Image Classification Thorben Werner 16 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 Liu GNN 37 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 23 29 0 10 Aug 2021
Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems Shagufta Henna 21 6 0 05 Aug 2021
High Performance Across Two Atari Paddle Games Using the Same Perceptual Control Architecture Without Training T. Gulrez W. Mansell 24 0 0 04 Aug 2021
Uniform Sampling over Episode Difficulty Sébastien M. R. Arnold Guneet Singh Dhillon Avinash Ravichandran Stefano Soatto 29 14 0 03 Aug 2021
Flip Learning: Erase to Segment Yuhao Huang Xin Yang Yuxin Zou Chaoyu Chen Jian Wang Haoran Dou Nishant Ravikumar Alejandro F Frangi Jianqiao Zhou Dong Ni 21 9 0 02 Aug 2021
Learning to Control DC Motor for Micromobility in Real Time with Reinforcement Learning Bibek Poudel Thomas Watson Weizi Li 29 13 0 31 Jul 2021
Tianshou: a Highly Modularized Deep Reinforcement Learning Library Jiayi Weng Huayu Chen Dong Yan Kaichao You Alexis Duburcq Minghao Zhang Yi Su Hang Su Jun Zhu NoLa OffRL 41 195 0 29 Jul 2021
Value-Based Reinforcement Learning for Continuous Control Robotic Manipulation in Multi-Task Sparse Reward Settings Sreehari Rammohan Shangqun Yu Bowen He Eric Hsiung Eric Rosen Stefanie Tellex George Konidaris OffRL 16 4 0 28 Jul 2021
Open-Ended Learning Leads to Generally Capable Agents Open-Ended Learning Team Adam Stooke Anuj Mahajan Catarina Barros Charlie Deck ... Nicolas Porcel Roberta Raileanu Steph Hughes-Fitt Valentin Dalibard Wojciech M. Czarnecki 55 181 0 27 Jul 2021
DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning Haoyi Niu Jianming Hu Zheyu Cui Jianming Hu 36 16 0 25 Jul 2021
When does loss-based prioritization fail? Nie Hu Xinyu Hu Rosanne Liu Sara Hooker J. Yosinski 362 8 0 16 Jul 2021
Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning Toshinori Kitamura Lingwei Zhu Takamitsu Matsubara 23 2 0 16 Jul 2021
A Reinforcement Learning Environment for Mathematical Reasoning via Program Synthesis Joseph Palermo Johnny Ye Alok Singh AIMat 33 2 0 15 Jul 2021
QoS-Aware Scheduling in New Radio Using Deep Reinforcement Learning Jakob Stigenberg Vidit Saxena Soma Tayamon E. Ghadimi 24 3 0 14 Jul 2021
Learning Expected Emphatic Traces for Deep RL Ray Jiang Shangtong Zhang Veronica Chelu Adam White Hado van Hasselt OffRL 35 12 0 12 Jul 2021
Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention Jingwei Zhang Bin Zi Xiaoyu Ge OffRL 24 20 0 09 Jul 2021