Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

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Title
DeepFoldit -- A Deep Reinforcement Learning Neural Network Folding Proteins Dimitra N. Panou M. Reczko 33 3 0 28 Oct 2020
Learning to Represent Action Values as a Hypergraph on the Action Vertices Arash Tavakoli Mehdi Fatemi Petar Kormushev 19 23 0 28 Oct 2020
Optimal Client Sampling for Federated Learning Jiajun He Samuel Horváth Peter Richtárik FedML 52 192 0 26 Oct 2020
Forethought and Hindsight in Credit Assignment Veronica Chelu Doina Precup H. V. Hasselt 32 25 0 26 Oct 2020
CoinDICE: Off-Policy Confidence Interval Estimation Bo Dai Ofir Nachum Yinlam Chow Lihong Li Csaba Szepesvári Dale Schuurmans OffRL 34 84 0 22 Oct 2020
Deep Surrogate Q-Learning for Autonomous Driving M. Kalweit Gabriel Kalweit M. Werling Joschka Boedecker OffRL 26 5 0 21 Oct 2020
Logistic Q-Learning Joan Bas-Serrano Sebastian Curi Andreas Krause Gergely Neu 36 40 0 21 Oct 2020
Improving Generalization in Reinforcement Learning with Mixture Regularization Kaixin Wang Bingyi Kang Jie Shao Jiashi Feng 114 117 0 21 Oct 2020
A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly Jieliang Luo Hui Li 20 18 0 15 Oct 2020
Deep Reinforcement Learning and Transportation Research: A Comprehensive Review Nahid Parvez Farazi T. Ahamed Limon Barua Bo Zou AI4TS 27 18 0 13 Oct 2020
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Zhi Wang Chunlin Chen D. Dong 8 12 0 09 Oct 2020
Parameterized Reinforcement Learning for Optical System Optimization H. Wankerl M. L. Stern Ali Mahdavi C. Eichler E. Lang 71 23 0 09 Oct 2020
Prioritized Level Replay Minqi Jiang Edward Grefenstette Tim Rocktaschel OffRL 24 153 0 08 Oct 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Minki Kang Moonsu Han Sung Ju Hwang OOD 25 18 0 06 Oct 2020
The Effectiveness of Memory Replay in Large Scale Continual Learning Yogesh Balaji Mehrdad Farajtabar Dong Yin Alex Mott Ang Li 32 38 0 06 Oct 2020
Sentiment Analysis for Reinforcement Learning Ameet Deshpande Eve Fleisig 26 0 0 05 Oct 2020
Mastering Atari with Discrete World Models Danijar Hafner Timothy Lillicrap Mohammad Norouzi Jimmy Ba DRL 58 832 0 05 Oct 2020
Policy Learning Using Weak Supervision Jingkang Wang Hongyi Guo Zhaowei Zhu Yang Liu OffRL 37 14 0 05 Oct 2020
Episodic Memory for Learning Subjective-Timescale Models Alexey Zakharov Matthew Crosby Zafeirios Fountas 19 4 0 03 Oct 2020
Disentangling causal effects for hierarchical reinforcement learning Oriol Corcoll Raul Vicente CML 22 9 0 03 Oct 2020
Correcting Experience Replay for Multi-Agent Communication S. Ahilan Peter Dayan 25 10 0 02 Oct 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 26 69 0 02 Oct 2020
Student-Initiated Action Advising via Advice Novelty Ercüment Ilhan Jeremy Gow Diego Perez 13 8 0 01 Oct 2020
Deep Reinforcement Learning for Efficient Measurement of Quantum Devices Vu-Linh Nguyen S. B. Orbell D. Lennon H. Moon F. Vigneau ... D. Zumbuhl G. Briggs Michael A. Osborne D. Sejdinovic N. Ares 30 39 0 30 Sep 2020
Lucid Dreaming for Experience Replay: Refreshing Past States with the Current Policy Yunshu Du Garrett A. Warnell A. Gebremedhin Peter Stone Matthew E. Taylor 34 10 0 29 Sep 2020
Enhancing a Neurocognitive Shared Visuomotor Model for Object Identification, Localization, and Grasping With Learning From Auxiliary Tasks Matthias Kerzel Fares Abawi Manfred Eppe S. Wermter 22 3 0 26 Sep 2020
Lineage Evolution Reinforcement Learning Zeyu Zhang Guisheng Yin 14 0 0 26 Sep 2020
Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing Liang Wang Kezhi Wang Cunhua Pan Wenyuan Xu N. Aslam L. Hanzo 27 283 0 23 Sep 2020
Is Q-Learning Provably Efficient? An Extended Analysis Kushagra Rastogi Jonathan Lee Fabrice Harel-Canada Aditya Sunil Joglekar OffRL 19 1 0 22 Sep 2020
Deep Reinforcement Learning Methods for Structure-Guided Processing Path Optimization Johannes Dornheim L. Morand Samuel Zeitvogel Tarek Iraki Norbert Link Dirk Helm 14 21 0 21 Sep 2020
Efficient Reinforcement Learning Development with RLzoo Zihan Ding Tianyang Yu Yanhua Huang Hongming Zhang Guo Li Quancheng Guo Kai Zou Hao Dong OffRL OnRL 23 6 0 18 Sep 2020
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation Zhouyou Gu Changyang She Wibowo Hardjawana Simon Lumb David McKechnie Todd Essery Branka Vucetic 39 68 0 17 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 48 79 0 17 Sep 2020
Transfer Learning in Deep Reinforcement Learning: A Survey Zhuangdi Zhu Kaixiang Lin Anil K. Jain Jiayu Zhou OffRL LRM 35 572 0 16 Sep 2020
Soft policy optimization using dual-track advantage estimator Yubo Huang Xuechun Wang Luobao Zou Zhiwei Zhuang Weidong Zhang 6 3 0 15 Sep 2020
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning Changyang She Chengjian Sun Zhouyou Gu Yonghui Li Chenyang Yang H. Vincent Poor Branka Vucetic 27 17 0 13 Sep 2020
Tactical Decision Making for Emergency Vehicles Based on A Combinational Learning Method Haoyi Niu Jianming Hu Zheyu Cui Yi Zhang 18 2 0 09 Sep 2020
Sample-Efficient Automated Deep Reinforcement Learning Jörg Franke Gregor Koehler André Biedenkapp Frank Hutter 36 39 0 03 Sep 2020
Reinforced Axial Refinement Network for Monocular 3D Object Detection Lijie Liu Chufan Wu Jiwen Lu Lingxi Xie Jie Zhou Qi Tian 3DPC 14 24 0 31 Aug 2020
Ranking Policy Decisions Hadrien Pouget Hana Chockler Youcheng Sun Daniel Kroening OffRL 25 6 0 31 Aug 2020
Human-in-the-Loop Methods for Data-Driven and Reinforcement Learning Systems Vinicius G. Goecks 38 11 0 30 Aug 2020
Sample Efficiency in Sparse Reinforcement Learning: Or Your Money Back Trevor A. McInroe 16 0 0 28 Aug 2020
Curriculum Learning with Hindsight Experience Replay for Sequential Object Manipulation Tasks Binyamin Manela Armin Biess 37 28 0 21 Aug 2020
A Survey of Deep Learning for Data Caching in Edge Network Yantong Wang V. Friderikos 21 27 0 17 Aug 2020
An adaptive synchronization approach for weights of deep reinforcement learning S. Badran M. Rezghi 13 0 0 16 Aug 2020
Reinforcement Learning with Quantum Variational Circuits Owen Lockwood Mei Si 14 138 0 15 Aug 2020
Interactive Visualization for Debugging RL Shuby Deshpande Benjamin Eysenbach J. Schneider 30 7 0 14 Aug 2020
REMAX: Relational Representation for Multi-Agent Exploration Heechang Ryu Hayong Shin Jinkyoo Park 35 4 0 12 Aug 2020
Improving Intelligence of Evolutionary Algorithms Using Experience Share and Replay M. Radaideh K. Shirvan 11 1 0 10 Aug 2020
ARCADe: A Rapid Continual Anomaly Detector A. Frikha Denis Krompass Volker Tresp 24 11 0 10 Aug 2020