Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
Automatically Learning Fallback Strategies with Model-Free Reinforcement Learning in Safety-Critical Driving Scenarios Ugo Lecerf Christelle Yemdji Tchassi S. Aubert Pietro Michiardi 26 0 0 11 Apr 2022
gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach Johannes Dornheim OffRL AI4CE 13 3 0 11 Apr 2022
JORLDY: a fully customizable open source framework for reinforcement learning Kyushik Min Hyunho Lee Kwansu Shin Tae-woo Lee Hojoon Lee Jinwon Choi Sung-Hyun Son OnRL 19 0 0 11 Apr 2022
Optimizing the Long-Term Behaviour of Deep Reinforcement Learning for Pushing and Grasping Rodrigo Chau 33 0 0 07 Apr 2022
Automating Reinforcement Learning with Example-based Resets Jigang Kim Jaehyeon Park Daesol Cho H. J. Kim CLL OnRL 24 14 0 05 Apr 2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes ... Ted Xiao Peng Xu Sichun Xu Mengyuan Yan Andy Zeng LM&Ro 80 1,865 0 04 Apr 2022
Investigating the Properties of Neural Network Representations in Reinforcement Learning Han Wang Erfan Miahi Martha White Marlos C. Machado Zaheer Abbas Raksha Kumaraswamy Vincent Liu Adam White 25 26 0 30 Mar 2022
Topological Experience Replay Zhang-Wei Hong Tao Chen Yen-Chen Lin Joni Pajarinen Pulkit Agrawal 32 16 0 29 Mar 2022
On the link between conscious function and general intelligence in humans and machines Arthur Juliani Kai Arulkumaran Shuntaro Sasai Ryota Kanai 42 26 0 24 Mar 2022
The Challenges of Continuous Self-Supervised Learning Senthil Purushwalkam Pedro Morgado Abhinav Gupta CLL 24 43 0 23 Mar 2022
Self-Imitation Learning from Demonstrations Georgiy Pshikhachev Dmitry Ivanov Vladimir Egorov A. Shpilman 22 6 0 21 Mar 2022
Importance Sampling Placement in Off-Policy Temporal-Difference Methods Eric Graves Sina Ghiassian OffRL 29 2 0 18 Mar 2022
Proximal Policy Optimization with Adaptive Threshold for Symmetric Relative Density Ratio Taisuke Kobayashi 42 5 0 18 Mar 2022
Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning Zheng-Wei Zhang Xiaohan Wang Qingrui Zhang Tianjiang Hu 36 37 0 09 Mar 2022
$$\mathrm{SO}(2)$-Equivariant Reinforcement Learning$ $\mathrm{SO}(2)$ -Equivariant Reinforcement Learning Dian Wang Robin Walters Robert Platt 30 80 0 08 Mar 2022
Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning Hongpeng Cao Mirco Theile Federico G. Wyrwal Marco Caccamo 48 6 0 04 Mar 2022
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge Teppei Suzuki ViT 26 48 0 25 Feb 2022
Comparative analysis of machine learning methods for active flow control F. Pino Lorenzo Schena Jean Rabault M. A. Mendez 36 43 0 23 Feb 2022
Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics Honghu Xue Benedikt Hein M. Bakr Georg Schildbach Bengt Abel Elmar Rueckert 16 15 0 23 Feb 2022
Molecule Generation for Drug Design: a Graph Learning Perspective Nianzu Yang Huaijin Wu Xiaoyong Pan Ye Yuan Junchi Yan 28 13 0 18 Feb 2022
Energy-Efficient Parking Analytics System using Deep Reinforcement Learning Yoones Rezaei Stephen Lee D. Mossé 14 1 0 15 Feb 2022
L2C2: Locally Lipschitz Continuous Constraint towards Stable and Smooth Reinforcement Learning Taisuke Kobayashi 31 15 0 15 Feb 2022
Sequential Bayesian experimental designs via reinforcement learning Hikaru Asano OffRL 18 0 0 14 Feb 2022
Improve Deep Image Inpainting by Emphasizing the Complexity of Missing Regions Yufeng Wang Dan Li Cong Xu Min Yang 27 0 0 13 Feb 2022
Uncovering Instabilities in Variational-Quantum Deep Q-Networks Maja Franz Lucas Wolf Maniraman Periyasamy Christian Ufrecht Daniel D. Scherer Axel Plinge Christopher Mutschler Wolfgang Mauerer 38 29 0 10 Feb 2022
Auto-Lambda: Disentangling Dynamic Task Relationships Shikun Liu Stephen James Andrew J. Davison Edward Johns 42 75 0 07 Feb 2022
Reinforcement learning for multi-item retrieval in the puzzle-based storage system Jingxu He Xinglu Liu Qiyao Duan Wai Kin Victor Chan Mingyao Qi 20 15 0 05 Feb 2022
Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems Miguel Suau Jinke He M. Spaan F. Oliehoek 30 4 0 03 Feb 2022
Robustness and Adaptability of Reinforcement Learning based Cooperative Autonomous Driving in Mixed-autonomy Traffic Rodolfo Valiente Behrad Toghi Ramtin Pedarsani Y. P. Fallah 74 56 0 02 Feb 2022
Sequential Search with Off-Policy Reinforcement Learning Dadong Miao Yanan Wang Guoyu Tang Lin Liu Sulong Xu Bo Long Yun Xiao Lingfei Wu Yunjiang Jiang OffRL 21 3 0 01 Feb 2022
DearFSAC: An Approach to Optimizing Unreliable Federated Learning via Deep Reinforcement Learning Chenghao Huang Weilong Chen Yuxi Chen Shunji Yang Yanru Zhang FedML 24 2 0 30 Jan 2022
Mask-based Latent Reconstruction for Reinforcement Learning Tao Yu Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 29 44 0 28 Jan 2022
MOORe: Model-based Offline-to-Online Reinforcement Learning Yihuan Mao Chao Wang Bin Wang Chongjie Zhang OffRL OnRL 39 14 0 25 Jan 2022
Multi-Agent Adversarial Attacks for Multi-Channel Communications Juncheng Dong Suya Wu Mohammadreza Soltani Vahid Tarokh AAML 46 3 0 22 Jan 2022
Reinforcement Learning for Personalized Drug Discovery and Design for Complex Diseases: A Systems Pharmacology Perspective Ryan K. Tan Yang Liu Lei Xie 49 2 0 21 Jan 2022
Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning Sergio Rozada Santiago Paternain A. Marques 62 13 0 21 Jan 2022
From Psychological Curiosity to Artificial Curiosity: Curiosity-Driven Learning in Artificial Intelligence Tasks Chenyu Sun Hangwei Qian Chunyan Miao 18 10 0 20 Jan 2022
Hybrid Reinforcement Learning-Based Eco-Driving Strategy for Connected and Automated Vehicles at Signalized Intersections Zhengwei Bai Peng Hao ShangGuan Wei B. Cai Matthew Barth 19 100 0 19 Jan 2022
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams Dongjie Wang Kunpeng Liu Hui Xiong Yanjie Fu 81 8 0 19 Jan 2022
Spatial State-Action Features for General Games Dennis J. N. J. Soemers Éric Piette Matthew Stephenson C. Browne 63 4 0 17 Jan 2022
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems Jack Parker-Holder Raghunandan Rajan Xingyou Song André Biedenkapp Yingjie Miao ... Vu-Linh Nguyen Roberto Calandra Aleksandra Faust Frank Hutter Marius Lindauer AI4CE 38 100 0 11 Jan 2022
STIR $^2$ : Reward Relabelling for combined Reinforcement and Imitation Learning on sparse-reward tasks Jesús Bujalance Martín Fabien Moutarde OffRL 33 2 0 11 Jan 2022
A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions Anthony GX-Chen Veronica Chelu Blake A. Richards Joelle Pineau TTA 39 1 0 05 Jan 2022
FedBalancer: Data and Pace Control for Efficient Federated Learning on Heterogeneous Clients Jaemin Shin Yuanchun Li Yunxin Liu Sung-Ju Lee FedML 19 74 0 05 Jan 2022
Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls Shunyu Yao Sham Kakade Karthik Narasimhan 38 25 0 04 Jan 2022
Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism Yu-jian Zeng Zijun Liao Y. Dai Rong Wang Xiu Li Bo Yuan 19 14 0 03 Jan 2022
Actor Loss of Soft Actor Critic Explained Thibault Lahire 11 0 0 31 Dec 2021
Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning Fabian Hart Martin Waltz Ostap Okhrin 23 0 0 23 Dec 2021
Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination Rui Zhao Jinming Song Yufeng Yuan Haifeng Hu Yang Gao Yi Wu Zhongqian Sun Yang Wei 32 63 0 22 Dec 2021
Creativity of AI: Hierarchical Planning Model Learning for Facilitating Deep Reinforcement Learning H. Zhuo Shuting Deng M. Jin Zhihao Ma Kebing Jin Chong Chen Chao Yu 72 1 0 18 Dec 2021