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Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,454 papers shown

Title
Prioritized offline Goal-swapping Experience Replay Wenyan Yang Joni Pajarinen Dinging Cai Joni Kämäräinen OffRL OnRL 48 0 0 15 Feb 2023
Equivariant MuZero Andreea Deac T. Weber George Papamakarios 62 4 0 09 Feb 2023
Scaling Goal-based Exploration via Pruning Proto-goals Akhil Bagaria Ray Jiang Ramana Kumar Tom Schaul LRM 59 2 0 09 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 131 196 0 06 Feb 2023
Efficient Online Reinforcement Learning with Offline Data Philip J. Ball Laura M. Smith Ilya Kostrikov Sergey Levine OffRL OnRL 147 184 0 06 Feb 2023
Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization Zichuan Lin Xiapeng Wu Mingfei Sun Deheng Ye Qiang Fu Wei Yang Wei Liu 105 3 0 05 Feb 2023
Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic Environments Tan Chong Min John Mehul Motani 43 2 0 31 Jan 2023
On the Statistical Benefits of Temporal Difference Learning David Cheikhi Daniel Russo 64 5 0 30 Jan 2023
A Memory Efficient Deep Reinforcement Learning Approach For Snake Game Autonomous Agents Md. Rafat Rahman Tushar Shahnewaz Siddique 33 6 0 27 Jan 2023
DIFFER: Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning Xu Hu Jian Zhao Wen-gang Zhou Ruili Feng Houqiang Li 62 1 0 25 Jan 2023
Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization L. N. Alegre A. Bazzan D. Roijers Ann Nowé Bruno C. da Silva 80 30 0 18 Jan 2023
Human-Timescale Adaptation in an Open-Ended Task Space Adaptive Agent Team Jakob Bauer Kate Baumli Satinder Baveja Feryal M. P. Behbahani ... Jakub Sygnowski K. Tuyls Sarah York Alexander Zacherl Lei Zhang LM&Ro OffRL AI4CE LRM 139 119 0 18 Jan 2023
Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness Ezgi Korkmaz 53 29 0 17 Jan 2023
DQNAS: Neural Architecture Search using Reinforcement Learning Anshumaan Chauhan S. Bhattacharyya S. Vadivel OOD 39 3 0 17 Jan 2023
Mastering Diverse Domains through World Models Danijar Hafner J. Pašukonis Jimmy Ba Timothy Lillicrap 94 617 0 10 Jan 2023
XDQN: Inherently Interpretable DQN through Mimicking Andreas Kontogiannis G. Vouros 112 1 0 08 Jan 2023
Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver Tom Marty Tristan François Pierre Tessier Louis Gautier Louis-Martin Rousseau Quentin Cappart 106 7 0 05 Jan 2023
A Succinct Summary of Reinforcement Learning S. Ahilan OffRL 28 0 0 03 Jan 2023
Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games Chun Kai Ling J. Zico Kolter Fei Fang 67 0 0 29 Dec 2022
Off-Policy Reinforcement Learning with Loss Function Weighted by Temporal Difference Error Bumgeun Park Taeyoung Kim Woohyeon Moon L. Vecchietti Dongsoo Har OffRL 62 2 0 26 Dec 2022
Reward Bonuses with Gain Scheduling Inspired by Iterative Deepening Search Taisuke Kobayashi 82 1 0 21 Dec 2022
Control of Continuous Quantum Systems with Many Degrees of Freedom based on Convergent Reinforcement Learning Zhikang T. Wang 48 0 0 21 Dec 2022
Variance-Reduced Conservative Policy Iteration Naman Agarwal Brian Bullins Karan Singh 61 3 0 12 Dec 2022
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games Indranil Sur Z. Daniels Abrar Rahman Kamil Faber Gianmarco J. Gallardo ... Roberto Corizzo Ajay Divakaran M. Piacentino Jesse Hostetler Aswin Raghavan CLL OffRL 78 4 0 08 Dec 2022
PALMER: Perception-Action Loop with Memory for Long-Horizon Planning Onur Beker Mohammad Mohammadi Amir Zamir 60 3 0 08 Dec 2022
A Rubric for Human-like Agents and NeuroAI Ida Momennejad 132 14 0 08 Dec 2022
Design and Planning of Flexible Mobile Micro-Grids Using Deep Reinforcement Learning Cesare Caputo Michel-Alexandre Cardin Pudong Ge Fei Teng A. Korre Ehecatl Antonio del Rio Chanona 39 18 0 08 Dec 2022
PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks A. Chauhan Mayank Baranwal Ansuma Basumatary 88 16 0 05 Dec 2022
Learning Physically Realizable Skills for Online Packing of General 3D Shapes Hang Zhao Zherong Pan Yang Yu Kai Xu OffRL 80 15 0 05 Dec 2022
Learning Bifunctional Push-grasping Synergistic Strategy for Goal-agnostic and Goal-oriented Tasks Dafa Ren Shuang Wu Xiaofan Wang Yan Peng Xiaoqiang Ren 51 9 0 04 Dec 2022
Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula Eli Bronstein S. Srinivasan Supratik Paul Aman Sinha Matthew O'Kelly Payam Nikdel Shimon Whiteson OffRL 106 18 0 02 Dec 2022
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation Alain Andres Esther Villar-Rodriguez Javier Del Ser SSL 129 7 0 30 Nov 2022
Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning Sunghyun Sim Ling Liu Hyerim Bae 136 1 0 30 Nov 2022
Automated Play-Testing Through RL Based Human-Like Play-Styles Generation Pierre Le Pelletier de Woillemont Rémi Labory Vincent Corruble TTA 62 9 0 29 Nov 2022
Configurable Agent With Reward As Input: A Play-Style Continuum Generation Pierre Le Pelletier de Woillemont Rémi Labory Vincent Corruble 49 11 0 29 Nov 2022
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning Qiangxing Tian Kun Kuang Furui Liu Baoxiang Wang OffRL 75 11 0 28 Nov 2022
Double Deep Q-Learning in Opponent Modeling Yangtianze Tao J. Doe 50 3 0 24 Nov 2022
Actively Learning Costly Reward Functions for Reinforcement Learning André Eberhard Houssam Metni G. Fahland A. Stroh Pascal Friederich OffRL 108 0 0 23 Nov 2022
Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning Tingting Zhao Ying Wang Weidong Sun Yarui Chen Gang Niu Masashi Sugiyama 68 1 0 23 Nov 2022
The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry Dian Wang Jung Yeon Park Neel Sortur Lawson L. S. Wong Robin Walters Robert Platt AAML 100 36 0 16 Nov 2022
Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing Lorenzo Bellone Boris Galkin Emiliano Traversi E. Natalizio 30 9 0 15 Nov 2022
General Intelligence Requires Rethinking Exploration Minqi Jiang Tim Rocktaschel Edward Grefenstette LRM 83 20 0 15 Nov 2022
Hierarchically Structured Task-Agnostic Continual Learning Heinke Hihn Daniel A. Braun BDL CLL 93 9 0 14 Nov 2022
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges Yunpeng Qing Shunyu Liu Mingli Song Huiqiong Wang Mingli Song XAI 93 1 0 12 Nov 2022
Global and Local Analysis of Interestingness for Competency-Aware Deep Reinforcement Learning Pedro Sequeira Jesse Hostetler Melinda Gervasio 51 0 0 11 Nov 2022
Active Task Randomization: Learning Robust Skills via Unsupervised Generation of Diverse and Feasible Tasks Kuan Fang Toki Migimatsu Ajay Mandlekar Li Fei-Fei Jeannette Bohg 86 2 0 11 Nov 2022
Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning Jernej Hribar Luke Hackett Ivana Dusparic OffRL 53 1 0 09 Nov 2022
Learning to Follow Instructions in Text-Based Games Mathieu Tuli Andrew C. Li Pashootan Vaezipoor Toryn Q. Klassen Scott Sanner Sheila A. McIlraith 79 13 0 08 Nov 2022
Simulation-Based Parallel Training Lucas Meyer Alejandro Ribés Bruno Raffin AI4CE 70 2 0 08 Nov 2022
Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framework, Survey, and Challenges Qi Liu Xueyuan Li Zirui Li Jingda Wu Guodong Du Xinlu Gao Fan Yang Shihua Yuan 77 8 0 06 Nov 2022