v1v2v3v4 (latest)

Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,454 papers shown

Title
Contrastive Initial State Buffer for Reinforcement Learning Nico Messikommer Yunlong Song Davide Scaramuzza OffRL 103 9 0 18 Sep 2023
Proximal Bellman mappings for reinforcement learning and their application to robust adaptive filtering Yuki Akiyama Konstantinos Slavakis 50 1 0 14 Sep 2023
Attention Loss Adjusted Prioritized Experience Replay Zhuoying Chen Huiping Li Rizhong Wang 53 2 0 13 Sep 2023
Reasoning with Latent Diffusion in Offline Reinforcement Learning S. Venkatraman Shivesh Khaitan Ravi Tej Akella John M. Dolan Jeff Schneider Glen Berseth OffRL 60 26 0 12 Sep 2023
CPU frequency scheduling of real-time applications on embedded devices with temporal encoding-based deep reinforcement learning Ti Zhou Man Lin 59 4 0 07 Sep 2023
Neurosymbolic Reinforcement Learning and Planning: A Survey Kamal Acharya Waleed Raza Carlos Dourado Alvaro Velasquez Houbing Song NAI OffRL 90 17 0 02 Sep 2023
Discovering Predictive Relational Object Symbols with Symbolic Attentive Layers Alper Ahmetoglu Batuhan Celik Erhan Öztop Emre Ugur 86 7 0 02 Sep 2023
Deep Reinforcement Learning in Surgical Robotics: Enhancing the Automation Level Cheng Qian Hongliang Ren 83 4 0 02 Sep 2023
Parallel Distributional Prioritized Deep Reinforcement Learning for Unmanned Aerial Vehicles A. H. Kolling V. A. Kich J. C. Jesus Andressa Cavalcante da Silva Ricardo B. Grando Paulo L. J. Drews-Jr D. T. Gamarra 75 3 0 01 Sep 2023
R^3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics Zexin Li Aritra Samanta Yufei Li Andrea Soltoggio Hyoseung Kim Cong Liu 115 7 0 29 Aug 2023
CLNeRF: Continual Learning Meets NeRF Zhipeng Cai Matthias Mueller CLL 91 16 0 28 Aug 2023
Symmetric Models for Visual Force Policy Learning Colin Kohler A. S. Srikanth Eshan Arora Robert Platt 78 10 0 28 Aug 2023
Learning Visual Tracking and Reaching with Deep Reinforcement Learning on a UR10e Robotic Arm C. Bellinger Laurence Lamarche-Cliche 81 0 0 28 Aug 2023
End-to-end Autonomous Driving using Deep Learning: A Systematic Review Apoorv Singh 91 9 0 27 Aug 2023
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities Yanjie Song Yutong Wu Yangyang Guo Ran Yan Suganthan Yue Zhang Witold Pedrycz Swagatam Das R. Mallipeddi Solomon Ajani 88 46 0 25 Aug 2023
Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi Hadi Nekoei Xutong Zhao Janarthanan Rajendran Miao Liu Sarath Chandar 50 5 0 20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 121 227 0 20 Aug 2023
GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters Guillermo Bernárdez José Suárez-Varela Xiang Shi Shihan Xiao Xiangle Cheng Pere Barlet-Ros A. Cabellos-Aparicio GNN 24 0 0 09 Aug 2023
BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning Omer Veysel Cagatan Barış Akgün BDL OffRL 98 4 0 08 Aug 2023
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges Giorgio Franceschelli Mirco Musolesi AI4CE 139 22 0 31 Jul 2023
A new Gradient TD Algorithm with only One Step-size: Convergence Rate Analysis using $L$ - $λ$ Smoothness Hengshuai Yao 62 2 0 29 Jul 2023
Primitive Skill-based Robot Learning from Human Evaluative Feedback Ayano Hiranaka Minjune Hwang Sharon Lee Chen Wang Li Fei-Fei Jiajun Wu Ruohan Zhang OffRL 77 12 0 28 Jul 2023
Reinforcement learning guided fuzz testing for a browser's HTML rendering engine Martin Sablotny B. S. Jensen Jeremy Singer 30 0 0 27 Jul 2023
JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning Kaiwen Wang Junxiong Wang Yueying Li Nathan Kallus Immanuel Trummer Wen Sun GP 120 2 0 21 Jul 2023
Mining of Single-Class by Active Learning for Semantic Segmentation Hugues Lambert E. Slade CLL VLM 60 0 0 18 Jul 2023
IxDRL: A Novel Explainable Deep Reinforcement Learning Toolkit based on Analyses of Interestingness Pedro Sequeira Melinda Gervasio 53 2 0 18 Jul 2023
Boosting Feedback Efficiency of Interactive Reinforcement Learning by Adaptive Learning from Scores Shukai Liu Chenming Wu Ying Li Liang Zhang 79 0 0 11 Jul 2023
Reinforcement Learning with Non-Cumulative Objective W. Cui Wei Yu 54 4 0 11 Jul 2023
Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning C. Bellinger Mark Crowley Isaac Tamblyn 34 3 0 05 Jul 2023
Deep Attention Q-Network for Personalized Treatment Recommendation Simin Ma Junghwan Lee N. Serban Shihao Yang OffRL 77 6 0 04 Jul 2023
Resetting the Optimizer in Deep RL: An Empirical Study Kavosh Asadi Rasool Fakoor Shoham Sabach ODL 73 26 0 30 Jun 2023
Value-aware Importance Weighting for Off-policy Reinforcement Learning Kristopher De Asis Eric Graves R. Sutton OffRL 58 1 0 27 Jun 2023
Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning Jinyi Liu Yi Ma Jianye Hao Yujing Hu Yan Zheng Tangjie Lv Changjie Fan OffRL 128 2 0 27 Jun 2023
Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query Hidenori Itaya Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi K. Sugiura OffRL 52 0 0 24 Jun 2023
Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting Zhang-Wei Hong Pulkit Agrawal Rémi Tachet des Combes Romain Laroche OffRL 88 20 0 22 Jun 2023
Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning Anna Penzkofer Simon Schaefer Florian Strohm Mihai Bâce Stefan Leutenegger Andreas Bulling 49 1 0 20 Jun 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning Wenhao Huang Jiaqing Liang Zhixu Li Yanghua Xiao Chuanjun Ji OffRL 85 2 0 19 Jun 2023
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning Hojoon Lee Hanseul Cho Hyunseung Kim Daehoon Gwak Joonkee Kim Jaegul Choo Se-Young Yun Chulhee Yun OffRL 157 30 0 19 Jun 2023
Simplified Temporal Consistency Reinforcement Learning Yi Zhao Wenshuai Zhao Rinu Boney Arno Solin Joni Pajarinen OffRL 72 13 0 15 Jun 2023
Diverse Projection Ensembles for Distributional Reinforcement Learning Moritz A. Zanger Wendelin Bohmer M. Spaan 57 6 0 12 Jun 2023
Approximate information state based convergence analysis of recurrent Q-learning Erfan Seyedsalehi N. Akbarzadeh Amit Sinha Aditya Mahajan 87 6 0 09 Jun 2023
The Role of Diverse Replay for Generalisation in Reinforcement Learning Max Weltevrede M. Spaan Wendelin Bohmer OffRL 78 1 0 09 Jun 2023
On the Importance of Exploration for Generalization in Reinforcement Learning Yiding Jiang J. Zico Kolter Roberta Raileanu UQCV OffRL 80 24 0 08 Jun 2023
Decoupled Prioritized Resampling for Offline RL Yang Yue Bingyi Kang Xiao Ma Qisen Yang Gao Huang S. Song Shuicheng Yan OffRL 88 8 0 08 Jun 2023
Progression Cognition Reinforcement Learning with Prioritized Experience for Multi-Vehicle Pursuit Xinhang Li Yiying Yang Zheng Yuan Zhe Wang Qinwen Wang Chen Xu Lei Li Jianhua He Lin Zhang 70 2 0 08 Jun 2023
Learned spatial data partitioning Keizo Hori Yuya Sasaki Daichi Amagata Y. Murosaki Makoto Onizuka 64 3 0 08 Jun 2023
For SALE: State-Action Representation Learning for Deep Reinforcement Learning Scott Fujimoto Wei-Di Chang Edward James Smith S. Gu Doina Precup David Meger OffRL 97 55 0 04 Jun 2023
Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL Miguel Suau M. Spaan F. Oliehoek CML 94 6 0 04 Jun 2023
AccMER: Accelerating Multi-Agent Experience Replay with Cache Locality-aware Prioritization Kailash Gogineni Yongsheng Mei Peng Wei Tian-Shing Lan Guru Venkataramani 81 13 0 31 May 2023
Bigger, Better, Faster: Human-level Atari with human-level efficiency Max Schwarzer J. Obando-Ceron Rameswar Panda Marc G. Bellemare Rishabh Agarwal Pablo Samuel Castro OffRL 124 102 0 30 May 2023