Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Mastering Diverse Domains through World Models Danijar Hafner J. Pašukonis Jimmy Ba Timothy Lillicrap 38 559 0 10 Jan 2023
XDQN: Inherently Interpretable DQN through Mimicking Andreas Kontogiannis G. Vouros 29 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 51 7 0 05 Jan 2023
A Succinct Summary of Reinforcement Learning S. Ahilan OffRL 10 0 0 03 Jan 2023
Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games Chun Kai Ling J. Zico Kolter Fei Fang 40 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 34 2 0 26 Dec 2022
Reward Bonuses with Gain Scheduling Inspired by Iterative Deepening Search Taisuke Kobayashi 19 1 0 21 Dec 2022
Control of Continuous Quantum Systems with Many Degrees of Freedom based on Convergent Reinforcement Learning Zhikang T. Wang 23 0 0 21 Dec 2022
Variance-Reduced Conservative Policy Iteration Naman Agarwal Brian Bullins Karan Singh 32 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 41 4 0 08 Dec 2022
PALMER: Perception-Action Loop with Memory for Long-Horizon Planning Onur Beker Mohammad Mohammadi Amir Zamir 48 2 0 08 Dec 2022
A Rubric for Human-like Agents and NeuroAI Ida Momennejad 60 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 22 18 0 08 Dec 2022
PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks A. Chauhan Mayank Baranwal Ansuma Basumatary 30 14 0 05 Dec 2022
Learning Physically Realizable Skills for Online Packing of General 3D Shapes Hang Zhao Zherong Pan Yang Yu Kai Xu OffRL 37 14 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 19 8 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 13 18 0 02 Dec 2022
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation Alain Andres Esther Villar-Rodriguez Javier Del Ser SSL 33 6 0 30 Nov 2022
Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning Sunghyun Sim Ling Liu Hyerim Bae 28 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 26 7 0 29 Nov 2022
Configurable Agent With Reward As Input: A Play-Style Continuum Generation Pierre Le Pelletier de Woillemont Rémi Labory Vincent Corruble 30 10 0 29 Nov 2022
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning Qiangxing Tian Kun Kuang Furui Liu Baoxiang Wang OffRL 29 9 0 28 Nov 2022
Double Deep Q-Learning in Opponent Modeling Yangtianze Tao J. Doe 26 3 0 24 Nov 2022
Actively Learning Costly Reward Functions for Reinforcement Learning André Eberhard Houssam Metni G. Fahland A. Stroh Pascal Friederich OffRL 43 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 19 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 38 35 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 15 9 0 15 Nov 2022
General Intelligence Requires Rethinking Exploration Minqi Jiang Tim Rocktaschel Edward Grefenstette LRM 34 18 0 15 Nov 2022
Hierarchically Structured Task-Agnostic Continual Learning Heinke Hihn Daniel A. Braun BDL CLL 31 8 0 14 Nov 2022
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges Yunpeng Qing Shunyu Liu Mingli Song Huiqiong Wang Mingli Song XAI 35 1 0 12 Nov 2022
Global and Local Analysis of Interestingness for Competency-Aware Deep Reinforcement Learning Pedro Sequeira Jesse Hostetler Melinda Gervasio 18 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 49 2 0 11 Nov 2022
Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning Jernej Hribar Luke Hackett Ivana Dusparic OffRL 16 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 38 13 0 08 Nov 2022
Simulation-Based Parallel Training Lucas Meyer Alejandro Ribés Bruno Raffin AI4CE 41 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 54 8 0 06 Nov 2022
Achieving mouse-level strategic evasion performance using real-time computational planning German Espinosa Gabrielle E. Wink Alexander T. Lai D. Dombeck Malcolm A. MacIver 16 3 0 04 Nov 2022
Path Planning Using Wassertein Distributionally Robust Deep Q-learning Cem Alptürk Venkatraman Renganathan OOD 21 0 0 04 Nov 2022
Spatial-temporal recurrent reinforcement learning for autonomous ships Martin Waltz Ostap Okhrin 34 9 0 02 Nov 2022
Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement Jiachen Yang K. Mittal T. Dzanic S. Petrides B. Keith Brenden K. Petersen Daniel Faissol R. Anderson 33 8 0 02 Nov 2022
Event Tables for Efficient Experience Replay Varun Kompella Thomas J. Walsh Samuel Barrett Peter R. Wurman Peter Stone OffRL 35 2 0 01 Nov 2022
Teacher-student curriculum learning for reinforcement learning Yanick Schraner OffRL 37 2 0 31 Oct 2022
Using Contrastive Samples for Identifying and Leveraging Possible Causal Relationships in Reinforcement Learning H. Khadilkar Hardik Meisheri OffRL 34 1 0 28 Oct 2022
Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning Yi Zhao Rinu Boney Alexander Ilin Arno Solin Joni Pajarinen OffRL OnRL 28 39 0 25 Oct 2022
Machine and Deep Learning for IoT Security and Privacy: Applications, Challenges, and Future Directions Subrato Bharati Prajoy Podder 45 36 0 24 Oct 2022
MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling Julius Ott Lorenzo Servadei Jose A. Arjona-Medina E. Rinaldi Gianfranco Mauro Daniela Sanchez Lopera Michael Stephan Thomas Stadelmayer Avik Santra Robert Wille 28 0 0 24 Oct 2022
Climate Change Policy Exploration using Reinforcement Learning Theodore Wolf 29 0 0 23 Oct 2022
Solving Continuous Control via Q-learning Tim Seyde Peter Werner Wilko Schwarting Igor Gilitschenski Martin Riedmiller Daniela Rus Markus Wulfmeier OffRL LRM 39 22 0 22 Oct 2022
Probing Transfer in Deep Reinforcement Learning without Task Engineering Andrei A. Rusu Sebastian Flennerhag Dushyant Rao Razvan Pascanu R. Hadsell 39 6 0 22 Oct 2022
Bridging the Gap Between Target Networks and Functional Regularization Alexandre Piché Valentin Thomas Joseph Marino Rafael Pardiñas Gian Maria Marconi C. Pal Mohammad Emtiyaz Khan 14 1 0 21 Oct 2022