Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
A Minimal Approach for Natural Language Action Space in Text-based Games Dongwon Kelvin Ryu Meng Fang Shirui Pan Gholamreza Haffari Ehsan Shareghi LLMAG 33 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 15 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 28 4 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 37 6 0 02 May 2023
Posterior Sampling for Deep Reinforcement Learning Remo Sasso Michelangelo Conserva Paulo E. Rauber OffRL BDL 42 6 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 41 3 0 24 Apr 2023
On the Importance of Exploration for Real Life Learned Algorithms Steffen Gracla C. Bockelmann Armin Dekorsy 28 0 0 21 Apr 2023
Two-Memory Reinforcement Learning Zhao Yang Thomas M. Moerland Mike Preuss Aske Plaat OffRL 11 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 32 4 0 19 Apr 2023
Quantum deep Q learning with distributed prioritized experience replay Samuel Yen-Chi Chen BDL 36 6 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 16 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 38 1 0 19 Apr 2023
Model Predictive Control with Self-supervised Representation Learning Jonas A. Matthies Muhammad Burhan Hafez Mostafa Kotb S. Wermter SSL 13 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 31 174 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 34 8 0 03 Apr 2023
Swarm Reinforcement Learning For Adaptive Mesh Refinement Niklas Freymuth Philipp Dahlinger Tobias Würth Simon Reisch Luise Kärger Gerhard Neumann 31 13 0 03 Apr 2023
Utilizing Reinforcement Learning for de novo Drug Design Hampus Gummesson Svensson C. Tyrchan Ola Engkvist M. Chehreghani 43 17 0 30 Mar 2023
Importance Sampling for Stochastic Gradient Descent in Deep Neural Networks Thibault Lahire 19 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 33 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 39 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 38 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 28 74 0 13 Mar 2023
Behavioral Differences is the Key of Ad-hoc Team Cooperation in Multiplayer Games Hanabi Hyeonchang Jeon Kyung-Joong Kim 23 0 0 12 Mar 2023
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks Benedict Quartey Ankit Shah George Konidaris 33 3 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 56 38 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 38 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 27 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 29 3 0 03 Mar 2023
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning A. Castagna Ivana Dusparic OffRL 23 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 29 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 24 3 0 22 Feb 2023
Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning Jiong Li Pratik Gajane 42 4 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 41 38 0 21 Feb 2023
Understanding the effect of varying amounts of replay per step A. Paul Videh Raj Nema 8 0 0 20 Feb 2023
Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization Brendan O'Donoghue OffRL 35 6 0 18 Feb 2023
Robot path planning using deep reinforcement learning Miguel Quinones-Ramirez Jorge Ríos-Martínez Víctor Uc Cetina SSL 27 5 0 17 Feb 2023
Prioritized offline Goal-swapping Experience Replay Wenyan Yang Joni Pajarinen Dinging Cai Joni Kämäräinen OffRL OnRL 32 0 0 15 Feb 2023
Equivariant MuZero Andreea Deac T. Weber George Papamakarios 24 3 0 09 Feb 2023
Scaling Goal-based Exploration via Pruning Proto-goals Akhil Bagaria Ray Jiang Ramana Kumar Tom Schaul LRM 16 2 0 09 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 48 173 0 06 Feb 2023
Efficient Online Reinforcement Learning with Offline Data Philip J. Ball Laura M. Smith Ilya Kostrikov Sergey Levine OffRL OnRL 45 163 0 06 Feb 2023
Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization Zichuan Lin Xiapeng Wu Mingfei Sun Deheng Ye Qiang Fu Wei Yang Wei Liu 33 3 0 05 Feb 2023
Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic Environments Tan Chong Min John Mehul Motani 17 2 0 31 Jan 2023
On the Statistical Benefits of Temporal Difference Learning David Cheikhi Daniel Russo 24 4 0 30 Jan 2023
A Memory Efficient Deep Reinforcement Learning Approach For Snake Game Autonomous Agents Md. Rafat Rahman Tushar Shahnewaz Siddique 28 5 0 27 Jan 2023
DIFFER: Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning Xu Hu Jian Zhao Wen-gang Zhou Ruili Feng Houqiang Li 37 1 0 25 Jan 2023
Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization L. N. Alegre A. Bazzan D. Roijers Ann Nowé Bruno C. da Silva 17 27 0 18 Jan 2023
Human-Timescale Adaptation in an Open-Ended Task Space Adaptive Agent Team Jakob Bauer Kate Baumli Satinder Baveja Feryal M. P. Behbahani ... Jakub Sygnowski K. Tuyls Sarah York Alexander Zacherl Lei Zhang LM&Ro OffRL AI4CE LRM 40 110 0 18 Jan 2023
Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness Ezgi Korkmaz 29 27 0 17 Jan 2023
DQNAS: Neural Architecture Search using Reinforcement Learning Anshumaan Chauhan S. Bhattacharyya S. Vadivel OOD 24 3 0 17 Jan 2023