Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective

6 October 2021

Papers citing "Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective"

10 / 10 papers shown

Title
A Contraction Approach to Model-based Reinforcement Learning Ting-Han Fan Peter J. Ramadge OffRL 9 1 0 18 Sep 2020
Near-Optimal Provable Uniform Convergence in Offline Policy Evaluation for Reinforcement Learning Ming Yin Yu Bai Yu Wang OffRL 73 31 0 07 Jul 2020
Off-Policy Evaluation via the Regularized Lagrangian Mengjiao Yang Ofir Nachum Bo Dai Lihong Li Dale Schuurmans OffRL 26 115 0 07 Jul 2020
Experience Replay with Likelihood-free Importance Weights Samarth Sinha Jiaming Song Animesh Garg Stefano Ermon OffRL 50 56 0 23 Jun 2020
Learning to Combat Compounding-Error in Model-Based Reinforcement Learning Chenjun Xiao Yifan Wu Chen Ma Dale Schuurmans Martin Müller OffRL 39 43 0 24 Dec 2019
Off-Policy Actor-Critic with Shared Experience Replay Simon Schmitt Matteo Hessel Karen Simonyan OffRL 51 68 0 25 Sep 2019
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 134 736 0 02 Mar 2018
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 134 9,509 0 31 Mar 2017
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning Philip S. Thomas Emma Brunskill OffRL 225 573 0 04 Apr 2016
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 198 3,781 0 18 Nov 2015