Revisiting Prioritized Experience Replay: A Value Perspective

5 February 2021

Papers citing "Revisiting Prioritized Experience Replay: A Value Perspective"

14 / 14 papers shown

Title
Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning Jinyi Liu Yi Ma Jianye Hao Yujing Hu Yan Zheng Tangjie Lv Changjie Fan OffRL 110 2 0 27 Jun 2023
D4RL: Datasets for Deep Data-Driven Reinforcement Learning Justin Fu Aviral Kumar Ofir Nachum George Tucker Sergey Levine GP OffRL 223 1,377 0 15 Apr 2020
Experience Replay Optimization Daochen Zha Kwei-Herng Lai Kaixiong Zhou Xia Hu OffRL 47 103 0 19 Jun 2019
Importance Resampling for Off-policy Prediction M. Schlegel Wesley Chung Daniel Graves Jian Qian Martha White OffRL 47 41 0 11 Jun 2019
Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past Che Wang George Andriopoulos 39 45 0 10 Jun 2019
Prioritized Sequence Experience Replay Marc Brittain J. R. Bertram Xuxi Yang Peng Wei 53 45 0 25 May 2019
Soft Actor-Critic Algorithms and Applications Tuomas Haarnoja Aurick Zhou Kristian Hartikainen George Tucker Sehoon Ha ... Vikash Kumar Henry Zhu Abhishek Gupta Pieter Abbeel Sergey Levine 136 2,445 0 13 Dec 2018
Organizing Experience: A Deeper Look at Replay Mechanisms for Sample-based Planning in Continuous State Domains Yangchen Pan M. Zaheer Adam White Andrew Patterson Martha White 69 46 0 12 Jun 2018
Not All Samples Are Created Equal: Deep Learning with Importance Sampling Angelos Katharopoulos François Fleuret 95 520 0 02 Mar 2018
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 147 741 0 02 Mar 2018
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 107 2,265 0 06 Oct 2017
Equivalence Between Policy Gradients and Soft Q-Learning John Schulman Xi Chen Pieter Abbeel OffRL 95 346 0 21 Apr 2017
Reinforcement Learning with Deep Energy-Based Policies Tuomas Haarnoja Haoran Tang Pieter Abbeel Sergey Levine 110 1,340 0 27 Feb 2017
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 223 3,789 0 18 Nov 2015