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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,454 papers shown

Title
History Repeats: Overcoming Catastrophic Forgetting For Event-Centric Temporal Knowledge Graph Completion Mehrnoosh Mirtaheri Mohammad Rostami Aram Galstyan CLL 98 6 0 30 May 2023
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo Haque Ishfaq Qingfeng Lan Pan Xu A. R. Mahmood Doina Precup Anima Anandkumar Kamyar Azizzadenesheli BDL OffRL 114 23 0 29 May 2023
Towards a Better Understanding of Representation Dynamics under TD-learning Yunhao Tang Rémi Munos OffRL 67 2 0 29 May 2023
Off-Policy RL Algorithms Can be Sample-Efficient for Continuous Control via Sample Multiple Reuse Jiafei Lyu Le Wan Zongqing Lu Xiu Li OffRL 66 9 0 29 May 2023
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice Toshinori Kitamura Tadashi Kozuno Yunhao Tang Nino Vieillard Michal Valko ... Olivier Pietquin Matthieu Geist Csaba Szepesvári Wataru Kumagai Yutaka Matsuo OffRL 90 3 0 22 May 2023
Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations Keisuke Fujii Kazushi Tsutsui Atom Scott Hiroshi Nakahara Naoya Takeishi Yoshinobu Kawahara 92 6 0 22 May 2023
Testing of Deep Reinforcement Learning Agents with Surrogate Models Matteo Biagiola Paolo Tonella 97 21 0 22 May 2023
Towards Optimal Energy Management Strategy for Hybrid Electric Vehicle with Reinforcement Learning Xinyang Wu Elisabeth Wedernikow C. Nitsche Marco F. Huber 69 2 0 21 May 2023
Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions Karine Karine P. Klasnja Susan A. Murphy Benjamin M. Marlin OffRL 53 2 0 17 May 2023
Identify, Estimate and Bound the Uncertainty of Reinforcement Learning for Autonomous Driving Weitao Zhou Zhong Cao Nanshan Deng Kun Jiang Diange Yang OffRL 60 15 0 12 May 2023
Towards Understanding and Improving GFlowNet Training Max W. Shen Emmanuel Bengio Ehsan Hajiramezanali Andreas Loukas Kyunghyun Cho Tommaso Biancalani 63 57 0 11 May 2023
Extracting Diagnosis Pathways from Electronic Health Records Using Deep Reinforcement Learning Lillian Muyama A. Neuraz Adrien Coulet 50 0 0 10 May 2023
Supplementing Gradient-Based Reinforcement Learning with Simple Evolutionary Ideas H. Khadilkar 55 0 0 10 May 2023
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity Jinghao Xin Jinwoo Kim Hui Yuan Ning Li OffRL 79 3 0 07 May 2023
A Minimal Approach for Natural Language Action Space in Text-based Games Dongwon Kelvin Ryu Meng Fang Shirui Pan Gholamreza Haffari Ehsan Shareghi LLMAG 79 2 0 06 May 2023
An Asynchronous Updating Reinforcement Learning Framework for Task-oriented Dialog System Bengisu Cagiltay Bilge Mutlu Xiaojie Wang Caixia Yuan OffRL 33 0 0 04 May 2023
Map-based Experience Replay: A Memory-Efficient Solution to Catastrophic Forgetting in Reinforcement Learning Muhammad Burhan Hafez Tilman Immisch Tom Weber S. Wermter CLL 99 6 0 03 May 2023
Unlocking the Power of Representations in Long-term Novelty-based Exploration Alaa Saade Steven Kapturowski Daniele Calandriello Charles Blundell Pablo Sprechmann Leopoldo Sarra Oliver Groth Michal Valko Bilal Piot OffRL 128 6 0 02 May 2023
Posterior Sampling for Deep Reinforcement Learning Remo Sasso Michelangelo Conserva Paulo E. Rauber OffRL BDL 62 7 0 30 Apr 2023
When to Replan? An Adaptive Replanning Strategy for Autonomous Navigation using Deep Reinforcement Learning Kohei Honda Ryo Yonetani Mai Nishimura Tadashi Kozuno 134 4 0 24 Apr 2023
On the Importance of Exploration for Real Life Learned Algorithms Steffen Gracla C. Bockelmann Armin Dekorsy 85 0 0 21 Apr 2023
Two-Memory Reinforcement Learning Zhao Yang Thomas M. Moerland Mike Preuss Aske Plaat OffRL 53 3 0 20 Apr 2023
Autonomous Agent for Beyond Visual Range Air Combat: A Deep Reinforcement Learning Approach Joao P. A. Dantas Marcos R. O. A. Máximo Takashi Yoneyama 34 4 0 19 Apr 2023
Quantum deep Q learning with distributed prioritized experience replay Samuel Yen-Chi Chen BDL 80 8 0 19 Apr 2023
CASOG: Conservative Actor-critic with SmOoth Gradient for Skill Learning in Robot-Assisted Intervention Hao Li Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Z. Hou OffRL 55 11 0 19 Apr 2023
Progressive Transfer Learning for Dexterous In-Hand Manipulation with Multi-Fingered Anthropomorphic Hand Yongkang Luo Wanyi Li Peng Wang Haonan Duan Wei Wei Jia sun 72 3 0 19 Apr 2023
Model Predictive Control with Self-supervised Representation Learning Jonas A. Matthies Muhammad Burhan Hafez Mostafa Kotb S. Wermter SSL 25 0 0 14 Apr 2023
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead Kan Chen Tao Han Junchao Gong Lei Bai Fenghua Ling ... Rui Su Yuanzheng Ci Bin Li Xiaokang Yang Wanli Ouyang AI4Cl AI4CE 210 194 0 06 Apr 2023
Online Distillation with Continual Learning for Cyclic Domain Shifts Joachim Houyon A. Cioppa Yasir Ghunaim Motasem Alfarra Anaïs Halin Maxim Henry Guohao Li Marc Van Droogenbroeck CLL 60 8 0 03 Apr 2023
Swarm Reinforcement Learning For Adaptive Mesh Refinement Niklas Freymuth Philipp Dahlinger Tobias Würth Simon Reisch Luise Kärger Gerhard Neumann 120 15 0 03 Apr 2023
Utilizing Reinforcement Learning for de novo Drug Design Hampus Gummesson Svensson C. Tyrchan Ola Engkvist M. Chehreghani 92 20 0 30 Mar 2023
Importance Sampling for Stochastic Gradient Descent in Deep Neural Networks Thibault Lahire 36 2 0 29 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 103 2 0 23 Mar 2023
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning Chaofan Ma Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Yanfeng Wang Ya Zhang 87 22 0 19 Mar 2023
Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning Ali Rahimi-Kalahroudi Janarthanan Rajendran Ida Momennejad H. V. Seijen Sarath Chandar CLL KELM 76 2 0 15 Mar 2023
Loss of Plasticity in Continual Deep Reinforcement Learning Zaheer Abbas Rosie Zhao Joseph Modayil Adam White Marlos C. Machado CLL OffRL 120 86 0 13 Mar 2023
Behavioral Differences is the Key of Ad-hoc Team Cooperation in Multiplayer Games Hanabi Hyeonchang Jeon Kyung-Joong Kim 27 0 0 12 Mar 2023
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks Benedict Quartey Ankit Shah George Konidaris 76 4 0 09 Mar 2023
Ensemble Reinforcement Learning: A Survey Yanjie Song Ponnuthurai Nagaratnam Suganthan Witold Pedrycz Junwei Ou Yongming He Y. Chen Yutong Wu OffRL 91 41 0 05 Mar 2023
Local Path Planning among Pushable Objects based on Reinforcement Learning Linghong Yao Valerio Modugno Andromachi Maria Delfaki Yuanchang Liu Danail Stoyanov Dimitrios Kanoulas 80 3 0 04 Mar 2023
Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp Metering and Perimeter Control in Large Scale Networks Zijian Hu Wei-Ying Ma 39 5 0 04 Mar 2023
Hindsight States: Blending Sim and Real Task Elements for Efficient Reinforcement Learning Simon Guist Jan Schneider-Barnes Alexander Dittrich V. Berenz Bernhard Schölkopf Le Chen 98 3 0 03 Mar 2023
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning A. Castagna Ivana Dusparic OffRL 95 2 0 02 Mar 2023
Exposure-Based Multi-Agent Inspection of a Tumbling Target Using Deep Reinforcement Learning Joshua Aurand Steven Cutlip Henry Lei Kendra A. Lang S. Phillips 36 6 0 27 Feb 2023
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging Guangyao Zheng Samson Zhou Vladimir Braverman M. Jacobs V. Parekh OffRL CLL 138 5 0 22 Feb 2023
Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning Jiong Li Pratik Gajane 113 5 0 21 Feb 2023
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Yongsheng Mei Hanhan Zhou Tian-Shing Lan Guru Venkataramani Peng Wei 139 40 0 21 Feb 2023
Understanding the effect of varying amounts of replay per step A. Paul Videh Raj Nema 55 0 0 20 Feb 2023
Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization Brendan O'Donoghue OffRL 104 7 0 18 Feb 2023
Robot path planning using deep reinforcement learning Miguel Quinones-Ramirez Jorge Ríos-Martínez Víctor Uc Cetina SSL 59 5 0 17 Feb 2023