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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,454 papers shown

Title
Rethinking Teacher-Student Curriculum Learning through the Cooperative Mechanics of Experience Manfred Diaz Liam Paull Andrea Tacchetti 126 0 0 03 Apr 2024
SliceIt! -- A Dual Simulator Framework for Learning Robot Food Slicing C. C. Beltran-Hernandez Nicolas Erbetti Masashi Hamaya 76 5 0 03 Apr 2024
Enhancing Sum-Rate Performance in Constrained Multicell Networks: A Low-Information Exchange Approach Youjin Kim Jonggyu Jang H. Yang 26 0 0 03 Apr 2024
Deep Reinforcement Learning in Autonomous Car Path Planning and Control: A Survey Yiyang Chen Chao Ji Yunrui Cai Tong Yan Bo Su 81 11 0 30 Mar 2024
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering Yuki Akiyama Minh Vu Konstantinos Slavakis 67 3 0 29 Mar 2024
Task2Morph: Differentiable Task-inspired Framework for Contact-Aware Robot Design Yishuai Cai Shaowu Yang Minglong Li Xinglin Chen Yunxin Mao Xiaodong Yi Wenjing Yang 86 3 0 28 Mar 2024
Simple Ingredients for Offline Reinforcement Learning Edoardo Cetin Andrea Tirinzoni Matteo Pirotta A. Lazaric Yann Ollivier Ahmed Touati OffRL 106 2 0 19 Mar 2024
Identifying Optimal Launch Sites of High-Altitude Latex-Balloons using Bayesian Optimisation for the Task of Station-Keeping Jack D. Saunders Sajad Saeedi Adam Hartshorne Binbin Xu Özgür Simsek Alan Hunter Wenbin Li 32 0 0 16 Mar 2024
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning Nicholas Zolman Urban Fasel J. Nathan Kutz Steven L. Brunton AI4CE 84 11 0 14 Mar 2024
An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning Weiwei Gu Senquan Wang 65 7 0 12 Mar 2024
Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding Huijie Tang Federico Berto Jinkyoo Park 108 4 0 12 Mar 2024
Learning Speed Adaptation for Flight in Clutter Guangyu Zhao Tianyue Wu Yeke Chen Fei Gao 93 7 0 07 Mar 2024
Bidirectional Progressive Neural Networks with Episodic Return Progress for Emergent Task Sequencing and Robotic Skill Transfer S. E. Ada Hanne Say Emre Ugur Erhan Öztop 137 2 0 06 Mar 2024
A Survey on Applications of Reinforcement Learning in Spatial Resource Allocation Di Zhang Moyang Wang Joseph D Mango Xiang Li Xianrui Xu 109 1 0 06 Mar 2024
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Hyungho Na Yunkyeong Seo IL-Chul Moon 73 7 0 02 Mar 2024
Reward Design for Justifiable Sequential Decision-Making A. Sukovic Goran Radanović 52 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 38 5 0 18 Feb 2024
Reinforcement learning to maximise wind turbine energy generation Daniel Soler O. Marino D. Huergo Martín de Frutos Esteban Ferrer 50 0 0 17 Feb 2024
Policy Learning for Off-Dynamics RL with Deficient Support Linh Le Pham Van Hung The Tran Sunil R. Gupta 84 2 0 16 Feb 2024
Revisiting Experience Replayable Conditions Taisuke Kobayashi 102 3 0 15 Feb 2024
Symmetry-Breaking Augmentations for Ad Hoc Teamwork Ravi Hammond Dustin Craggs Mingyu Guo Jakob Foerster Ian Reid 92 2 0 15 Feb 2024
A Dynamical View of the Question of Why Mehdi Fatemi Sindhu Gowda CML 86 1 0 14 Feb 2024
LL-GABR: Energy Efficient Live Video Streaming Using Reinforcement Learning Adithya Raman B. Turkkan T. Kosar 28 0 0 14 Feb 2024
Optimizing Delegation in Collaborative Human-AI Hybrid Teams Andrew Fuchs A. Passarella M. Conti 90 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 86 20 0 07 Feb 2024
Learning Diverse Policies with Soft Self-Generated Guidance Guojian Wang Faguo Wu Xiao Zhang Jianxiang Liu OffRL 63 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 77 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 86 0 0 06 Feb 2024
Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences Nikhil Kumar Singh Indranil Saha OffRL 35 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 53 0 0 02 Feb 2024
Brain-Like Replay Naturally Emerges in Reinforcement Learning Agents Jiyi Wang Likai Tang Huimiao Chen Sen Song 41 0 0 02 Feb 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Mohammad Rostami CLL 119 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 84 2 0 30 Jan 2024
Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks Yuliang Cai Mohammad Rostami 74 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 115 0 0 21 Jan 2024
Episodic Reinforcement Learning with Expanded State-reward Space Dayang Liang Yaru Zhang Yunlong Liu OffRL 73 1 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 74 5 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 79 3 0 18 Jan 2024
Blackout Mitigation via Physics-guided RL Anmol Dwivedi Santiago Paternain A. Tajer 53 3 0 17 Jan 2024
Towards Off-Policy Reinforcement Learning for Ranking Policies with Human Feedback Teng Xiao Suhang Wang OffRL 76 8 0 17 Jan 2024
Memory, Space, and Planning: Multiscale Predictive Representations Ida Momennejad 61 3 0 16 Jan 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse Sebastian Sztwiertnia M. Rothermel Wolfgang Stammer Kristian Kersting 136 20 0 11 Jan 2024
Unsupervised Salient Patch Selection for Data-Efficient Reinforcement Learning Zhaohui Jiang Paul Weng OffRL 71 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 50 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 90 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 72 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 19 5 0 22 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 82 10 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 62 1 0 14 Dec 2023
Personalized Path Recourse for Reinforcement Learning Agents Dat Hong Tong Wang 53 0 0 14 Dec 2023