Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report) Florent Delgrange Ann Nowé Guillermo A. Pérez OffRL 6 9 0 17 Dec 2021
Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs Ezgi Korkmaz 27 25 0 16 Dec 2021
Benchmarking Safe Deep Reinforcement Learning in Aquatic Navigation Enrico Marchesini Davide Corsi Alessandro Farinelli 21 18 0 16 Dec 2021
Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation Enrico Marchesini Alessandro Farinelli 17 17 0 16 Dec 2021
Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning Juan Cruz Barsce J. Palombarini Ernesto C. Martínez OffRL 38 1 0 15 Dec 2021
Replay For Safety Liran Szlak Ohad Shamir OffRL 16 0 0 08 Dec 2021
Convergence Results For Q-Learning With Experience Replay Liran Szlak Ohad Shamir OffRL 34 5 0 08 Dec 2021
PTR-PPO: Proximal Policy Optimization with Prioritized Trajectory Replay Xingxing Liang Yang Ma Yanghe Feng Zhong Liu 24 10 0 07 Dec 2021
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning Zichuan Lin Junyou Li Jianing Shi Deheng Ye Qiang Fu Wei Yang BDL 45 34 0 07 Dec 2021
A Generic Graph Sparsification Framework using Deep Reinforcement Learning Ryan Wickman Xiaofei Zhang Weizi Li OffRL 25 13 0 02 Dec 2021
Maximum Entropy Model-based Reinforcement Learning Oleg Svidchenko A. Shpilman 15 6 0 02 Dec 2021
NEORL: NeuroEvolution Optimization with Reinforcement Learning M. Radaideh Katelin Du Paul Seurin Devin Seyler Xubo Gu Haijiang Wang K. Shirvan OffRL 34 6 0 01 Dec 2021
Pessimistic Model Selection for Offline Deep Reinforcement Learning Chao-Han Huck Yang Zhengling Qi Yifan Cui Pin-Yu Chen OffRL 41 4 0 29 Nov 2021
Improving Experience Replay with Successor Representation Yizhi Yuan M. Mattar 14 1 0 29 Nov 2021
Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning Dailin Hu Pieter Abbeel Roy Fox 32 1 0 28 Nov 2021
Reinforcement Learning-based Switching Controller for a Milliscale Robot in a Constrained Environment Abbas Tariverdi Ulysse Côté-Allard Kim Mathiassen O. Elle H. Kalvøy Ø. Martinsen J. Tørresen 16 4 0 27 Nov 2021
Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration Lu Zheng Jiarui Chen Jianhao Wang Jiamin He Yujing Hu Yingfeng Chen Changjie Fan Yang Gao Chongjie Zhang 24 82 0 22 Nov 2021
Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari Dominik Schmidt Thomas Schmied OffRL 28 12 0 19 Nov 2021
Improving Experience Replay through Modeling of Similar Transitions' Sets Daniel Eugênio Neves João Pedro Oliveira Batisteli Eduardo Felipe Lopes Lucila Ishitani Zenilton K. G. Patrocínio OffRL 21 1 0 12 Nov 2021
Collaboration Promotes Group Resilience in Multi-Agent AI Sarah Keren M. Gerstgrasser Ofir Abu J. Rosenschein 11 0 0 12 Nov 2021
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention Yunkun Xu Zhen-yu Liu Guifang Duan Jiangcheng Zhu X. Bai Jianrong Tan 18 9 0 10 Nov 2021
Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer Cesare Magnetti Hadrien Reynaud Bernhard Kainz MedIm 16 0 0 05 Nov 2021
Improving RNA Secondary Structure Design using Deep Reinforcement Learning Alexander Whatley Zhekun Luo Xiangru Tang 15 2 0 05 Nov 2021
Autonomous Attack Mitigation for Industrial Control Systems John Mern Kyle Hatch Ryan Silva Cameron Hickert Tamim I. Sookoor Mykel J. Kochenderfer AAML 11 7 0 03 Nov 2021
Model-Based Episodic Memory Induces Dynamic Hybrid Controls Hung Le Thommen George Karimpanal Majid Abdolshah T. Tran Svetha Venkatesh 30 19 0 03 Nov 2021
One Pass ImageNet Huiyi Hu Ang Li Daniele Calandriello Dilan Görür VLM 13 18 0 03 Nov 2021
Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay Dogan C. Cicek Enes Duran Baturay Saglam Furkan B. Mutlu Suleyman Serdar Kozat OffRL 33 11 0 02 Nov 2021
Investigation of Independent Reinforcement Learning Algorithms in Multi-Agent Environments Ken Ming Lee Sriram Ganapathi Subramanian Mark Crowley 30 8 0 01 Nov 2021
Mastering Atari Games with Limited Data Weirui Ye Shao-Wei Liu Thanard Kurutach Pieter Abbeel Yang Gao VLM 59 226 0 30 Oct 2021
Equivariant $Q$ Learning in Spatial Action Spaces Dian Wang Robin Walters Xu Zhu Robert Platt 29 73 0 28 Oct 2021
Cooperative Deep $Q$ -learning Framework for Environments Providing Image Feedback Krishnan Raghavan Vignesh Narayanan S. Jagannathan VLM OffRL 26 1 0 28 Oct 2021
Extracting Expert's Goals by What-if Interpretable Modeling C. Chang George Adam Rich Caruana Anna Goldenberg OffRL 43 0 0 28 Oct 2021
Hindsight Goal Ranking on Replay Buffer for Sparse Reward Environment Tung M. Luu Chang D. Yoo 23 8 0 28 Oct 2021
Temporal-Difference Value Estimation via Uncertainty-Guided Soft Updates Litian Liang Yaosheng Xu Stephen Marcus McAleer Dailin Hu Alexander Ihler Pieter Abbeel Roy Fox 15 4 0 28 Oct 2021
Learning from demonstrations with SACR2: Soft Actor-Critic with Reward Relabeling Jesús Bujalance Martín Raphael Chekroun Fabien Moutarde OffRL 27 5 0 27 Oct 2021
Transfer learning with causal counterfactual reasoning in Decision Transformers Ayman Boustati Hana Chockler Daniel C. McNamee CML OffRL LRM 29 9 0 27 Oct 2021
Accelerating Distributed Deep Reinforcement Learning by In-Network Experience Sampling Masaki Furukawa Hiroki Matsutani OffRL 21 1 0 26 Oct 2021
A Reinforcement Learning Approach to Parameter Selection for Distributed Optimal Power Flow Tai-Yin Chiu Alyssa Kody Youngdae Kim Kibaek Kim Daniel K. Molzahn 16 21 0 22 Oct 2021
ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models Kiran Purohit Soumili Das Jia Wang He Zhu Santu Rana Gabriele Tolomei CML OffRL 41 36 0 22 Oct 2021
Continuous Control with Action Quantization from Demonstrations Robert Dadashi Léonard Hussenot Damien Vincent Sertan Girgin Anton Raichuk M. Geist Olivier Pietquin OffRL 33 23 0 19 Oct 2021
Reinforcement Learning-Based Coverage Path Planning with Implicit Cellular Decomposition Javad Heydari Olimpiya Saha Viswanath Ganapathy OffRL 26 13 0 18 Oct 2021
Variance Reduction based Experience Replay for Policy Optimization Hua Zheng Wei Xie M. Feng OffRL 41 2 0 17 Oct 2021
Improving the sample-efficiency of neural architecture search with reinforcement learning A. Nagy Ábel Boros 33 3 0 13 Oct 2021
REIN-2: Giving Birth to Prepared Reinforcement Learning Agents Using Reinforcement Learning Agents A. Lazaridis I. Vlahavas OffRL 31 2 0 11 Oct 2021
A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets J. E. Grigsby Yanjun Qi OffRL 34 5 0 10 Oct 2021
Cognitively Inspired Learning of Incremental Drifting Concepts Mohammad Rostami Aram Galstyan CLL 6 16 0 09 Oct 2021
Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model Alexander Sieusahai Matthew J. Guzdial 37 13 0 07 Oct 2021
Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective Ting-Han Fan Peter J. Ramadge CML FAtt OffRL 21 2 0 06 Oct 2021
Deep reinforcement learning for guidewire navigation in coronary artery phantom Jihoon Kweon Kyunghwan Kim Chaehyuk Lee Hwi Kwon Jinwoo Park ... Inwook Back J. Roh Y. Moon Jaesoon Choi Young-Hak Kim OnRL 27 33 0 05 Oct 2021
Large Batch Experience Replay Thibault Lahire M. Geist Emmanuel Rachelson OffRL 56 13 0 04 Oct 2021