Actor Prioritized Experience Replay

1 September 2022

Baturay Saglam

Papers citing "Actor Prioritized Experience Replay"

24 / 24 papers shown

Title
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning Kaiyan Zhao Yiming Wang Yuyang Chen Yan Li Leong Hou U Xiaoguang Niu 109 1 0 27 Oct 2024
Learning to Sample with Local and Global Contexts in Experience Replay Buffer Youngmin Oh Kimin Lee Jinwoo Shin Eunho Yang Sung Ju Hwang OffRL 61 16 0 14 Jul 2020
An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay Scott Fujimoto David Meger Doina Precup 89 58 0 12 Jul 2020
Experience Replay Optimization Daochen Zha Kwei-Herng Lai Kaixiong Zhou Helen Zhou OffRL 57 103 0 19 Jun 2019
Importance Resampling for Off-policy Prediction M. Schlegel Wesley Chung Daniel Graves Jian Qian Martha White OffRL 57 41 0 11 Jun 2019
Prioritized Sequence Experience Replay Marc Brittain J. R. Bertram Xuxi Yang Peng Wei 65 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 152 2,453 0 13 Dec 2018
Remember and Forget for Experience Replay G. Novati Petros Koumoutsakos OffRL 93 92 0 16 Jul 2018
Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update Su Young Lee Sung-Ik Choi Sae-Young Chung BDL 75 75 0 31 May 2018
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 154 741 0 02 Mar 2018
Selective Experience Replay for Lifelong Learning David Isele Akansel Cosgun CLL 88 459 0 28 Feb 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 198 5,226 0 26 Feb 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 317 8,432 0 04 Jan 2018
A Deeper Look at Experience Replay Shangtong Zhang R. Sutton OffRL VLM 90 275 0 04 Dec 2017
The Effects of Memory Replay in Reinforcement Learning Ruishan Liu James Zou VLM 71 112 0 18 Oct 2017
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 110 2,274 0 06 Oct 2017
Deep Reinforcement Learning that Matters Peter Henderson Riashat Islam Philip Bachman Joelle Pineau Doina Precup David Meger OffRL 147 1,963 0 19 Sep 2017
A Distributional Perspective on Reinforcement Learning Marc G. Bellemare Will Dabney Rémi Munos OffRL 106 1,506 0 21 Jul 2017
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 225 27 0 05 Jun 2016
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 93 3,771 0 20 Nov 2015
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 233 3,796 0 18 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 182 7,678 0 22 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 122 3,022 0 19 Jul 2012