Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Hyungho Na Yunkyeong Seo IL-Chul Moon 26 7 0 02 Mar 2024
Reward Design for Justifiable Sequential Decision-Making A. Sukovic Goran Radanović 32 0 0 24 Feb 2024
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Zemuy Tesfay Gebrekidan Sebastian Stein Timothy J. Norman 31 4 0 18 Feb 2024
Reinforcement learning to maximise wind turbine energy generation Daniel Soler O. Marino D. Huergo Martín de Frutos Esteban Ferrer 26 0 0 17 Feb 2024
Policy Learning for Off-Dynamics RL with Deficient Support Linh Le Pham Van Hung The Tran Sunil R. Gupta 48 1 0 16 Feb 2024
Revisiting Experience Replayable Conditions Taisuke Kobayashi 42 3 0 15 Feb 2024
Symmetry-Breaking Augmentations for Ad Hoc Teamwork Ravi Hammond Dustin Craggs Mingyu Guo Jakob Foerster Ian Reid 34 1 0 15 Feb 2024
A Dynamical View of the Question of Why Mehdi Fatemi Sindhu Gowda CML 38 1 0 14 Feb 2024
LL-GABR: Energy Efficient Live Video Streaming Using Reinforcement Learning Adithya Raman B. Turkkan T. Kosar 26 0 0 14 Feb 2024
Optimizing Delegation in Collaborative Human-AI Hybrid Teams Andrew Fuchs A. Passarella M. Conti 54 2 0 08 Feb 2024
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Natasha Butt Blazej Manczak Auke Wiggers Corrado Rainone David W. Zhang Michaël Defferrard Taco S. Cohen ReLM LRM 51 18 0 07 Feb 2024
Learning Diverse Policies with Soft Self-Generated Guidance Guojian Wang Faguo Wu Xiao Zhang Jianxiang Liu OffRL 31 4 0 07 Feb 2024
Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning Maxime Toquebiau Nicolas Bredeche F. Benamar Jae-Yun Jun 36 1 0 06 Feb 2024
Reinforcement Learning from Bagged Reward Yuting Tang Xin-Qiang Cai Yao-Xiang Ding Qiyu Wu Guoqing Liu Masashi Sugiyama OffRL 36 0 0 06 Feb 2024
Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences Nikhil Kumar Singh Indranil Saha OffRL 27 0 0 05 Feb 2024
Training Adversarial yet Safe Agent to Characterize Safety Performance of Highly Automated Vehicles Minghao Zhu Anmol Sidhu Keith A. Redmill 36 0 0 02 Feb 2024
Brain-Like Replay Naturally Emerges in Reinforcement Learning Agents Jiyi Wang Likai Tang Huimiao Chen Sen Song 11 0 0 02 Feb 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Mohammad Rostami CLL 38 2 0 31 Jan 2024
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models Fenghua Ling Ouyang Lin Boufeniza Redouane Larbi Jing-Jia Luo Tao Han Xiaohui Zhong Lei Bai AI4Cl AI4CE 17 2 0 30 Jan 2024
Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks Yuliang Cai Mohammad Rostami 35 4 0 27 Jan 2024
Asynchronous Parallel Reinforcement Learning for Optimizing Propulsive Performance in Fin Ray Control Xin-Yang Liu Dariush Bodaghi Q. Xue Xudong Zheng Jian-Xun Wang 35 0 0 21 Jan 2024
Episodic Reinforcement Learning with Expanded State-reward Space Dayang Liang Yaru Zhang Yunlong Liu OffRL 34 0 0 19 Jan 2024
FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction Alexander Telepov Artem Tsypin Kuzma Khrabrov Sergey Yakukhnov Pavel Strashnov ... Egor Rumiantsev Daniel Ezhov Manvel Avetisian Olga Popova Artur Kadurin 32 4 0 18 Jan 2024
Robotic Test Tube Rearrangement Using Combined Reinforcement Learning and Motion Planning Hao Chen Weiwei Wan Masaki Matsushita Takeyuki Kotaka Kensuke Harada 35 1 0 18 Jan 2024
Blackout Mitigation via Physics-guided RL Anmol Dwivedi Santiago Paternain A. Tajer 21 3 0 17 Jan 2024
Towards Off-Policy Reinforcement Learning for Ranking Policies with Human Feedback Teng Xiao Suhang Wang OffRL 41 8 0 17 Jan 2024
Memory, Space, and Planning: Multiscale Predictive Representations Ida Momennejad 40 2 0 16 Jan 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse Sebastian Sztwiertnia M. Rothermel Wolfgang Stammer Kristian Kersting 60 18 0 11 Jan 2024
Unsupervised Salient Patch Selection for Data-Efficient Reinforcement Learning Zhaohui Jiang Paul Weng OffRL 27 0 0 10 Jan 2024
Learn Once Plan Arbitrarily (LOPA): Attention-Enhanced Deep Reinforcement Learning Method for Global Path Planning Guo-Yong Huang Mingxin Hou X. Yuan Shuqiao Huang Yaonan Wang 21 1 0 08 Jan 2024
Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning? Gunshi Gupta Tim G. J. Rudner R. McAllister Adrien Gaidon Y. Gal OffRL 56 3 0 28 Dec 2023
Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning Md Saiful Islam Srijita Das S. Gottipati William Duguay Clodéric Mars Jalal Arabneydi Antoine Fagette Matthew J. Guzdial Matthew E. Taylor 41 1 0 23 Dec 2023
Machine learning for structure-guided materials and process design L. Morand Tarek Iraki Johannes Dornheim Stefan Sandfeld Norbert Link Dirk Helm AI4CE 11 4 0 22 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
HiER: Highlight Experience Replay for Boosting Off-Policy Reinforcement Learning Agents Dániel Horváth Jesús Bujalance Martín Ferenc Gàbor Erdos Z. Istenes Fabien Moutarde OffRL 28 1 0 14 Dec 2023
Personalized Path Recourse for Reinforcement Learning Agents Dat Hong Tong Wang 20 0 0 14 Dec 2023
Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation Wenjie Wu Changjun Fan Jin-Yu Huang Zhong Liu Junchi Yan 38 0 0 13 Dec 2023
An Invitation to Deep Reinforcement Learning Bernhard Jaeger Andreas Geiger OffRL OOD 80 5 0 13 Dec 2023
Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding Talfan Evans Shreya Pathak Hamza Merzic Jonathan Schwarz Ryutaro Tanno Olivier J. Hénaff 26 16 0 08 Dec 2023
Hierarchical Visual Policy Learning for Long-Horizon Robot Manipulation in Densely Cluttered Scenes Hecheng Wang Lizhe Qi Bin Fang Yunquan Sun 34 3 0 05 Dec 2023
Contact Energy Based Hindsight Experience Prioritization Erdi Sayar Zhenshan Bing Carlo DÉramo Ozgur S. Oguz Alois Knoll 29 3 0 05 Dec 2023
A Self-Commissioning Edge Computing Method for Data-Driven Anomaly Detection in Power Electronic Systems P. Gómez Miguel E. López Gajardo N. Mijatovic Tomislav Dragičević 17 3 0 05 Dec 2023
AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design Romain Lacombe Lucas Hendren Khalid El-Awady 26 1 0 04 Dec 2023
Towards Goal-oriented Intelligent Tutoring Systems in Online Education Yang Deng Zifeng Ren An Zhang Wenqiang Lei Tat-Seng Chua 31 7 0 03 Dec 2023
Bias Resilient Multi-Step Off-Policy Goal-Conditioned Reinforcement Learning Lisheng Wu Ke Chen 18 0 0 29 Nov 2023
Stable Online and Offline Reinforcement Learning for Antibody CDRH3 Design Yannick Vogt Mehdi Naouar M. Kalweit Christoph Cornelius Miething Justus Duyster Roland Mertelsmann Gabriel Kalweit Joschka Boedecker OffRL OnRL 35 0 0 29 Nov 2023
Optimization Theory Based Deep Reinforcement Learning for Resource Allocation in Ultra-Reliable Wireless Networked Control Systems Hamida Qumber Ali Amirhassan Babazadeh Darabi Sinem Coleri 27 8 0 28 Nov 2023
Directly Attention Loss Adjusted Prioritized Experience Replay Zhuoying Chen Huiping Li Zhaoxu Wang 31 1 0 24 Nov 2023
From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex? Yannik Keller Jannis Blüml Gopika Sudhakaran Kristian Kersting GNN 37 0 0 22 Nov 2023
Probabilistic Inference in Reinforcement Learning Done Right Jean Tarbouriech Tor Lattimore Brendan O'Donoghue BDL OffRL 30 4 0 22 Nov 2023