Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks S. Moschoyiannis Evangelos Chatzaroulas Vytenis Sliogeris Yuhu Wu BDL OffRL AI4CE 24 7 0 21 Oct 2022
online and lightweight kernel-based approximated policy iteration for dynamic p-norm linear adaptive filtering Yuki Akiyama Minh Nhat Vu Konstantinos Slavakis 25 1 0 21 Oct 2022
Deep reinforcement learning oriented for real world dynamic scenarios Diego Martinez L. Riazuelo Luis Montano 25 1 0 20 Oct 2022
Dynamic selection of p-norm in linear adaptive filtering via online kernel-based reinforcement learning Minh Nhat Vu Yuki Akiyama Konstantinos Slavakis 23 4 0 20 Oct 2022
The Pump Scheduling Problem: A Real-World Scenario for Reinforcement Learning Henrique Donancio L. Vercouter H. Roclawski AI4CE 18 1 0 20 Oct 2022
Boosting Offline Reinforcement Learning via Data Rebalancing Yang Yue Bingyi Kang Xiao Ma Zhongwen Xu Gao Huang Shuicheng Yan OffRL 26 22 0 17 Oct 2022
WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments Xi Chen Tianyuan Shi Qing Zhao Yuchen Sun Yunfei Gao Xiangjun Wang 33 2 0 14 Oct 2022
Deep reinforcement learning for automatic run-time adaptation of UWB PHY radio settings Dieter Coppens A. Shahid E. De Poorter AI4CE 21 1 0 13 Oct 2022
Hybrid RL: Using Both Offline and Online Data Can Make RL Efficient Yuda Song Yi Zhou Ayush Sekhari J. Andrew Bagnell A. Krishnamurthy Wen Sun OffRL OnRL 38 94 0 13 Oct 2022
Censored Deep Reinforcement Patrolling with Information Criterion for Monitoring Large Water Resources using Autonomous Surface Vehicles S. Luis Daniel Gutiérrez-Reina S. T. Marín 31 8 0 12 Oct 2022
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning Yongyuan Liang Yanchao Sun Ruijie Zheng Furong Huang OOD AAML OffRL 30 47 0 12 Oct 2022
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL Chen Sun Wannan Yang Thomas Jiralerspong Dane Malenfant Benjamin Alsbury-Nealy Yoshua Bengio Blake A. Richards OffRL 22 2 0 12 Oct 2022
A Multi-Agent Approach for Adaptive Finger Cooperation in Learning-based In-Hand Manipulation Lingfeng Tao Jiucai Zhang Michael Bowman Xiaoli Zhang 40 5 0 11 Oct 2022
Class-Specific Explainability for Deep Time Series Classifiers Ramesh Doddaiah Prathyush S. Parvatharaju Elke A. Rundensteiner Thomas Hartvigsen FAtt AI4TS 37 4 0 11 Oct 2022
Human-AI Coordination via Human-Regularized Search and Learning Hengyuan Hu David J. Wu Adam Lerer Jakob N. Foerster Noam Brown 24 7 0 11 Oct 2022
Real-Time Dynamic Map with Crowdsourcing Vehicles in Edge Computing Qian Liu Tao Han Jiang Xie Xie Baek-Hyeon Kim 31 10 0 10 Oct 2022
Continual task learning in natural and artificial agents Timo Flesch Andrew M. Saxe Christopher Summerfield CLL 43 24 0 10 Oct 2022
Scaling up Stochastic Gradient Descent for Non-convex Optimisation S. Mohamad H. Alamri A. Bouchachia 50 3 0 06 Oct 2022
Query The Agent: Improving sample efficiency through epistemic uncertainty estimation Julian Alverio Boris Katz Andrei Barbu 40 0 0 05 Oct 2022
Neuro-Planner: A 3D Visual Navigation Method for MAV with Depth Camera based on Neuromorphic Reinforcement Learning Junjie Jiang Delei Kong Kuanxu Hou Xinjie Huang Zhuang Hao Zheng Fang 37 9 0 05 Oct 2022
On Neural Consolidation for Transfer in Reinforcement Learning Valentin Guillet Dennis G. Wilson Carlos Aguilar-Melchor Emmanuel Rachelson CLL 30 0 0 05 Oct 2022
Hyperbolic Deep Reinforcement Learning Edoardo Cetin B. Chamberlain Michael M. Bronstein Jonathan J. Hunt 50 21 0 04 Oct 2022
Deep Learning for Wireless Networked Systems: a joint Estimation-Control-Scheduling Approach Zihuai Zhao Wanchun Liu Daniel E. Quevedo Yonghui Li Branka Vucetic 32 18 0 03 Oct 2022
Economic-Driven Adaptive Traffic Signal Control Shan Jiang Yufei Huang M. Jafari M. Jalayer 11 0 0 02 Oct 2022
Bayesian Q-learning With Imperfect Expert Demonstrations Fengdi Che Xiru Zhu Doina Precup David Meger Gregory Dudek 19 2 0 01 Oct 2022
Deep Recurrent Q-learning for Energy-constrained Coverage with a Mobile Robot Aaron Zellner Ayan Dutta Iliya Kulbaka Gokarna Sharma 26 5 0 01 Oct 2022
Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits Siddhartha Banerjee Sean R. Sinclair Milind Tambe Lily Xu Chao Yu AI4TS 36 6 0 30 Sep 2022
Reinforcement Learning Algorithms: An Overview and Classification Fadi AlMahamid Katarina Grolinger 21 40 0 29 Sep 2022
Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning J. Mianroodi N. Siboni Dierk Raabe AI4CE 40 2 0 22 Sep 2022
Parallel Reinforcement Learning Simulation for Visual Quadrotor Navigation Jack D. Saunders Sajad Saeedi Wenbin Li 25 3 0 22 Sep 2022
Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning Manuel Goulão Arlindo L. Oliveira ViT 50 6 0 22 Sep 2022
M $^2$ DQN: A Robust Method for Accelerating Deep Q-learning Network Zhe Zhang Yukun Zou Junjie Lai Qinglong Xu 18 4 0 16 Sep 2022
Human-level Atari 200x faster Steven Kapturowski Victor Campos Ray Jiang Nemanja Rakićević Hado van Hasselt Charles Blundell Adria Puigdomenech Badia OffRL 52 28 0 15 Sep 2022
On the Reuse Bias in Off-Policy Reinforcement Learning Chengyang Ying Zhongkai Hao Xinning Zhou Hang Su Dong Yan Jun Zhu OffRL 45 3 0 15 Sep 2022
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning P. G. Morato C. Andriotis K. Papakonstantinou P. Rigo AI4CE 29 35 0 02 Sep 2022
Transformers are Sample-Efficient World Models Vincent Micheli Eloi Alonso Franccois Fleuret VLM OffRL 33 163 0 01 Sep 2022
Actor Prioritized Experience Replay Baturay Saglam Furkan B. Mutlu Dogan C. Cicek Suleyman Serdar Kozat 30 24 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 42 17 0 01 Sep 2022
Beyond Supervised Continual Learning: a Review Benedikt Bagus A. Gepperth Timothée Lesort BDL CLL 35 10 0 30 Aug 2022
Autonomous Unmanned Aerial Vehicle Navigation using Reinforcement Learning: A Systematic Review Fadi AlMahamid Katarina Grolinger 30 73 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 28 3 0 23 Aug 2022
Prioritizing Samples in Reinforcement Learning with Reducible Loss Shivakanth Sujit Somjit Nath Pedro H. M. Braga Samira Ebrahimi Kahou 50 15 0 22 Aug 2022
Event-Triggered Model Predictive Control with Deep Reinforcement Learning for Autonomous Driving Fengying Dang Dong Chen J. Chen Zhaojian Li 22 24 0 22 Aug 2022
Path Planning of Cleaning Robot with Reinforcement Learning Woohyeon Moon Bumgeun Park S. Nengroo Taeyoung Kim Dongsoo Har 30 17 0 17 Aug 2022
PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm T. Basaklar S. Gumussoy Ümit Y. Ogras 24 39 0 16 Aug 2022
Online 3D Bin Packing Reinforcement Learning Solution with Buffer Aaron Valero Puche Sukhan Lee OffRL 22 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 22 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 36 12 0 09 Aug 2022
Flow Annealed Importance Sampling Bootstrap Laurence Illing Midgley Vincent Stimper G. Simm Bernhard Schölkopf José Miguel Hernández-Lobato 43 77 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 Serdar Kozat OffRL OnRL 31 1 0 01 Aug 2022