Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Robot Policy Learning from Demonstration Using Advantage Weighting and Early Termination A. Mohtasib Gerhard Neumann Heriberto Cuayáhuitl OffRL 44 2 0 31 Jul 2022
DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep Reinforcement Learning in SDN Chenwei Zhao Miao Ye Xingsi Xue Jianhui Lv Qiuxiang Jiang Yong Wang 27 17 0 31 Jul 2022
Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control T. Kanazawa Haiyan Wang Chetan Gupta UQCV 37 4 0 27 Jul 2022
Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy Xiyao Wang Wichayaporn Wongkamjan Furong Huang 24 19 0 25 Jul 2022
Associative Memory Based Experience Replay for Deep Reinforcement Learning Mengyuan Li Arman Kazemi Ann Franchesca Laguna Sharon Hu VLM 21 8 0 16 Jul 2022
BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion Fanglin Chen Xiao Liu Bo Tang Zhiyu Li Serim Hwang Guomian Zhuang OffRL 25 1 0 16 Jul 2022
Skill-based Model-based Reinforcement Learning Lu Shi Joseph J. Lim Youngwoon Lee 37 45 0 15 Jul 2022
K-level Reasoning for Zero-Shot Coordination in Hanabi Brandon Cui Hengyuan Hu Luis Pineda Jakob N. Foerster OffRL LRM 33 26 0 14 Jul 2022
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning C. Steinparz Thomas Schmied Fabian Paischer Marius-Constantin Dinu Vihang Patil Angela Bitto-Nemling Hamid Eghbalzadeh Sepp Hochreiter CLL 29 11 0 12 Jul 2022
Vessel-following model for inland waterways based on deep reinforcement learning Fabian Hart Ostap Okhrin M. Treiber 51 11 0 07 Jul 2022
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning Ukcheol Shin Kyunghyun Lee In So Kweon VLM 3DV 35 2 0 07 Jul 2022
Asynchronous Curriculum Experience Replay: A Deep Reinforcement Learning Approach for UAV Autonomous Motion Control in Unknown Dynamic Environments Zijian Hu Xiao-guang Gao Kaifang Wan Qianglong Wang Yiwei Zhai 42 10 0 04 Jul 2022
A Survey on Active Simultaneous Localization and Mapping: State of the Art and New Frontiers Julio A. Placed Jared Strader Henry Carrillo Nikolay Atanasov Vadim Indelman Luca Carlone J. A. Castellanos 35 177 0 01 Jul 2022
Depth-CUPRL: Depth-Imaged Contrastive Unsupervised Prioritized Representations in Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles J. C. Jesus V. A. Kich A. H. Kolling Ricardo B. Grando R. S. Guerra P. Drews SSL 65 18 0 30 Jun 2022
Visual Foresight With a Local Dynamics Model Colin Kohler Robert Platt 42 1 0 29 Jun 2022
Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse James Queeney I. Paschalidis Christos G. Cassandras OffRL 32 2 0 28 Jun 2022
Analysis of Stochastic Processes through Replay Buffers Shirli Di-Castro Shashua Shie Mannor Dotan Di-Castro 36 6 0 26 Jun 2022
Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation Zhixuan Liang Jiannong Cao Shan Jiang Divya Saxena Huafeng Xu 25 10 0 25 Jun 2022
Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets Chenghao Huang Weilong Chen Shengrong Bu Yanru Zhang AI4TS 9 1 0 23 Jun 2022
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer L. N. Alegre A. Bazzan Bruno C. da Silva 41 26 0 22 Jun 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? Xiang Li Jinghuan Shang Srijan Das Michael S. Ryoo SSL 40 31 0 10 Jun 2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS Eleni Nisioti Matéo Mahaut Pierre-Yves Oudeyer Ida Momennejad Clément Moulin-Frier 27 9 0 10 Jun 2022
Introspective Experience Replay: Look Back When Surprised Ramnath Kumar Dheeraj M. Nagaraj OffRL 16 2 0 07 Jun 2022
Exploring Chemical Space with Score-based Out-of-distribution Generation Seul Lee Jaehyeong Jo Sung Ju Hwang OODD 37 77 0 06 Jun 2022
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress Rishabh Agarwal Max Schwarzer Pablo Samuel Castro Rameswar Panda Marc G. Bellemare OffRL OnRL 37 63 0 03 Jun 2022
The Phenomenon of Policy Churn Tom Schaul André Barreto John Quan Georg Ostrovski 44 26 0 01 Jun 2022
BRExIt: On Opponent Modelling in Expert Iteration Daniel Hernández Hendrik Baier Michael Kaisers 6 2 0 31 May 2022
Graph Backup: Data Efficient Backup Exploiting Markovian Transitions Zhengyao Jiang Tianjun Zhang Robert Kirk Tim Rocktaschel Edward Grefenstette OffRL 10 2 0 31 May 2022
Critic Sequential Monte Carlo Vasileios Lioutas J. Lavington Justice Sefas Matthew Niedoba Yunpeng Liu Berend Zwartsenberg Setareh Dabiri Frank Wood Adam Scibior 55 7 0 30 May 2022
Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories Christopher W. F. Parsonson Alexandre Laterre Thomas D. Barrett 30 19 0 28 May 2022
BulletArm: An Open-Source Robotic Manipulation Benchmark and Learning Framework Dian Wang Colin Kohler Xu Zhu Ming Jia Robert Platt 32 9 0 28 May 2022
Multi-Phase Multi-Objective Dexterous Manipulation with Adaptive Hierarchical Curriculum Lingfeng Tao Jiucai Zhang Xiaoli Zhang 40 5 0 26 May 2022
The Effect of Task Ordering in Continual Learning Samuel J. Bell Neil D. Lawrence CLL 53 17 0 26 May 2022
ARLO: A Framework for Automated Reinforcement Learning Marco Mussi Davide Lombarda Alberto Maria Metelli F. Trovò Marcello Restelli OffRL 43 4 0 20 May 2022
A Fully Controllable Agent in the Path Planning using Goal-Conditioned Reinforcement Learning G. Lee 35 0 0 20 May 2022
Transformer with Memory Replay R. Liu Barzan Mozafari OffRL 70 4 0 19 May 2022
Data Valuation for Offline Reinforcement Learning Amir Abolfazli Gregory Palmer D. Kudenko OffRL 28 0 0 19 May 2022
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning Yufan Zhang Honglin Wen Qiuwei Wu Qiang Ai 19 21 0 18 May 2022
Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks Ryan M Sander Wilko Schwarting Tim Seyde Igor Gilitschenski S. Karaman Daniela Rus 46 2 0 18 May 2022
The Primacy Bias in Deep Reinforcement Learning Evgenii Nikishin Max Schwarzer P. DÓro Pierre-Luc Bacon Rameswar Panda OnRL 96 182 0 16 May 2022
Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning Shuhan Qi Shuhao Zhang Xiaohan Hou Jia-jia Zhang Xinyu Wang Jing Xiao 24 0 0 11 May 2022
Vehicle management in a modular production context using Deep Q-Learning Lucain Pouget Timo Hasenbichler Jakob Auer K. Lichtenegger Andreas Windisch 11 0 0 06 May 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 31 24 0 05 May 2022
State Representation Learning for Goal-Conditioned Reinforcement Learning Lorenzo Steccanella Anders Jonsson SSL OffRL 37 4 0 04 May 2022
CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning Chenyu Sun Hangwei Qian Chunyan Miao OffRL 34 12 0 02 May 2022
Learning user-defined sub-goals using memory editing in reinforcement learning G. Lee KELM 11 2 0 01 May 2022
CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection Quanfu Fan Yilai Li Yuguang Yao J. M. Cohn Sijia Liu S. Vos M. Cianfrocco OffRL 28 8 0 15 Apr 2022
Retrospective on the 2021 BASALT Competition on Learning from Human Feedback Rohin Shah Steven H. Wang Cody Wild Stephanie Milani Anssi Kanervisto ... Alexander Fries Alexandra Souly Chan Jun Shern Daniel del Castillo Tom Lieberum LLMAG OffRL 24 10 0 14 Apr 2022
Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning Ugo Lecerf Christelle Yemdji Tchassi Pietro Michiardi 30 1 0 13 Apr 2022
When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning? Aviral Kumar Joey Hong Anika Singh Sergey Levine OffRL 50 77 0 12 Apr 2022