An Empirical Comparison of Off-policy Prediction Learning Algorithms on
the Collision Task

An Empirical Comparison of Off-policy Prediction Learning Algorithms on the Collision Task

2 June 2021

Papers citing "An Empirical Comparison of Off-policy Prediction Learning Algorithms on the Collision Task"

16 / 16 papers shown

Title
Gradient Temporal-Difference Learning with Regularized Corrections Sina Ghiassian Andrew Patterson Shivam Garg Dhawal Gupta Adam White Martha White 116 42 0 01 Jul 2020
Finite-Sample Analysis of Proximal Gradient TD Algorithms Bo Liu Ji Liu Mohammad Ghavamzadeh Sridhar Mahadevan Marek Petrik 50 158 0 06 Jun 2020
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures L. Espeholt Hubert Soyer Rémi Munos Karen Simonyan Volodymyr Mnih ... Vlad Firoiu Tim Harley Iain Dunning Shane Legg Koray Kavukcuoglu 183 1,594 0 05 Feb 2018
Convergent Tree Backup and Retrace with Function Approximation Ahmed Touati Pierre-Luc Bacon Doina Precup Pascal Vincent 83 40 0 25 May 2017
A First Empirical Study of Emphatic Temporal Difference Learning Sina Ghiassian Banafsheh Rafiee R. Sutton OffRL 35 14 0 11 May 2017
On Generalized Bellman Equations and Temporal-Difference Learning Huizhen Yu A. R. Mahmood R. Sutton 109 29 0 14 Apr 2017
Multi-step Off-policy Learning Without Importance Sampling Ratios A. R. Mahmood Huizhen Yu R. Sutton OffRL 108 54 0 09 Feb 2017
Reinforcement Learning with Unsupervised Auxiliary Tasks Max Jaderberg Volodymyr Mnih Wojciech M. Czarnecki Tom Schaul Joel Z Leibo David Silver Koray Kavukcuoglu SSL 82 1,228 0 16 Nov 2016
Unifying task specification in reinforcement learning Martha White OffRL 44 89 0 07 Sep 2016
Safe and Efficient Off-Policy Reinforcement Learning Rémi Munos T. Stepleton Anna Harutyunyan Marc G. Bellemare OffRL 138 615 0 08 Jun 2016
Investigating practical linear temporal difference learning Adam White Martha White OffRL 50 41 0 28 Feb 2016
Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis Assaf Hallak Aviv Tamar Rémi Munos Shie Mannor OffRL 91 56 0 17 Sep 2015
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning R. Sutton A. R. Mahmood Martha White 82 269 0 14 Mar 2015
Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces Sridhar Mahadevan Bo Liu Philip S. Thomas Will Dabney S. Giguere Nicholas Jacek I. Gemp Ji Liu 39 67 0 26 May 2014
Off-policy Learning with Eligibility Traces: A Survey Matthieu Geist B. Scherrer OffRL 83 94 0 15 Apr 2013
Solving variational inequalities with Stochastic Mirror-Prox algorithm A. Juditsky A. Nemirovskii Claire Tauvel 125 442 0 04 Sep 2008

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.