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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,454 papers shown

Title
Actor Prioritized Experience Replay Baturay Saglam Furkan B. Mutlu Dogan C. Cicek Suleyman S. Kozat 78 27 0 01 Sep 2022
To Store or Not? Online Data Selection for Federated Learning with Limited Storage Chen Gong Zhenzhe Zheng Yunfeng Shao Bingshuai Li Fan Wu Guihai Chen 110 19 0 01 Sep 2022
Beyond Supervised Continual Learning: a Review Benedikt Bagus A. Gepperth Timothée Lesort BDL CLL 83 10 0 30 Aug 2022
Autonomous Unmanned Aerial Vehicle Navigation using Reinforcement Learning: A Systematic Review Fadi AlMahamid Katarina Grolinger 63 76 0 25 Aug 2022
Entropy Enhanced Multi-Agent Coordination Based on Hierarchical Graph Learning for Continuous Action Space Yining Chen Ke Wang Guang-hua Song Xiaohong Jiang 54 3 0 23 Aug 2022
Prioritizing Samples in Reinforcement Learning with Reducible Loss Shivakanth Sujit Somjit Nath Pedro H. M. Braga Samira Ebrahimi Kahou 97 16 0 22 Aug 2022
Event-Triggered Model Predictive Control with Deep Reinforcement Learning for Autonomous Driving Fengying Dang Dong Chen J. Chen Zhaojian Li 59 29 0 22 Aug 2022
Path Planning of Cleaning Robot with Reinforcement Learning Woohyeon Moon Bumgeun Park S. Nengroo Taeyoung Kim Dongsoo Har 60 18 0 17 Aug 2022
PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm T. Basaklar S. Gumussoy Ümit Y. Ogras 56 41 0 16 Aug 2022
Online 3D Bin Packing Reinforcement Learning Solution with Buffer Aaron Valero Puche Sukhan Lee OffRL 64 14 0 15 Aug 2022
Maximizing the Use of Environmental Constraints: A Pushing-Based Hybrid Position/Force Assembly Skill for Contact-Rich Tasks Yunlei Shi Zhaopeng Chen Lin Cong Yansong Wu Martin Craiu-Müller C. Yuan Chunyang Chang Lei Zhang Jianwei Zhang 51 0 0 12 Aug 2022
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 Z. Daniels Aswin Raghavan Jesse Hostetler Abrar Rahman Indranil Sur M. Piacentino Ajay Divakaran CLL OffRL 95 13 0 09 Aug 2022
Flow Annealed Importance Sampling Bootstrap Laurence Illing Midgley Vincent Stimper G. Simm Bernhard Schölkopf José Miguel Hernández-Lobato 141 95 0 03 Aug 2022
Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach Baturay Saglam Dogan C. Cicek Furkan B. Mutlu Suleyman S. Kozat OffRL OnRL 87 1 0 01 Aug 2022
Robot Policy Learning from Demonstration Using Advantage Weighting and Early Termination A. Mohtasib Gerhard Neumann Heriberto Cuayáhuitl OffRL 81 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 34 19 0 31 Jul 2022
Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control T. Kanazawa Haiyan Wang Chetan Gupta UQCV 99 4 0 27 Jul 2022
Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy Xiyao Wang Wichayaporn Wongkamjan Furong Huang 84 19 0 25 Jul 2022
Associative Memory Based Experience Replay for Deep Reinforcement Learning Mengyuan Li Arman Kazemi Ann Franchesca Laguna Sharon Hu VLM 39 8 0 16 Jul 2022
BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion Fanglin Chen Xiao Liu Bo Tang Feiyu Xiong Serim Hwang Guomian Zhuang OffRL 52 1 0 16 Jul 2022
Skill-based Model-based Reinforcement Learning Lu Shi Joseph J. Lim Youngwoon Lee 108 46 0 15 Jul 2022
K-level Reasoning for Zero-Shot Coordination in Hanabi Brandon Cui Hengyuan Hu Luis Pineda Jakob N. Foerster OffRL LRM 86 36 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 97 12 0 12 Jul 2022
Vessel-following model for inland waterways based on deep reinforcement learning Fabian Hart Ostap Okhrin M. Treiber 65 12 0 07 Jul 2022
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning Ukcheol Shin Kyunghyun Lee In So Kweon VLM 3DV 71 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 72 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 132 191 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 146 18 0 30 Jun 2022
Visual Foresight With a Local Dynamics Model Colin Kohler Robert Platt 54 1 0 29 Jun 2022
Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse James Queeney I. Paschalidis Christos G. Cassandras OffRL 68 2 0 28 Jun 2022
Analysis of Stochastic Processes through Replay Buffers Shirli Di-Castro Shashua Shie Mannor Dotan Di-Castro 94 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 57 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 23 2 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 82 28 0 22 Jun 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? Xiang Li Jinghuan Shang Srijan Das Michael S. Ryoo SSL 106 33 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 90 10 0 10 Jun 2022
Introspective Experience Replay: Look Back When Surprised Ramnath Kumar Dheeraj M. Nagaraj OffRL 65 2 0 07 Jun 2022
Exploring Chemical Space with Score-based Out-of-distribution Generation Seul Lee Jaehyeong Jo Sung Ju Hwang OODD 136 81 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 126 66 0 03 Jun 2022
The Phenomenon of Policy Churn Tom Schaul André Barreto John Quan Georg Ostrovski 89 28 0 01 Jun 2022
BRExIt: On Opponent Modelling in Expert Iteration Daniel Hernández Hendrik Baier Michael Kaisers 65 2 0 31 May 2022
Graph Backup: Data Efficient Backup Exploiting Markovian Transitions Zhengyao Jiang Tianjun Zhang Robert Kirk Tim Rocktaschel Edward Grefenstette OffRL 41 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 109 7 0 30 May 2022
Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories Christopher W. F. Parsonson Alexandre Laterre Thomas D. Barrett 88 20 0 28 May 2022
BulletArm: An Open-Source Robotic Manipulation Benchmark and Learning Framework Dian Wang Colin Kohler Xu Zhu Ming Jia Robert Platt 67 9 0 28 May 2022
Multi-Phase Multi-Objective Dexterous Manipulation with Adaptive Hierarchical Curriculum Lingfeng Tao Jiucai Zhang Xiaoli Zhang 84 5 0 26 May 2022
The Effect of Task Ordering in Continual Learning Samuel J. Bell Neil D. Lawrence CLL 87 17 0 26 May 2022
ARLO: A Framework for Automated Reinforcement Learning Marco Mussi Davide Lombarda Alberto Maria Metelli F. Trovò Marcello Restelli OffRL 80 4 0 20 May 2022
A Fully Controllable Agent in the Path Planning using Goal-Conditioned Reinforcement Learning G. Lee 58 0 0 20 May 2022
Transformer with Memory Replay R. Liu Barzan Mozafari OffRL 105 4 0 19 May 2022