Efficient Model-free Reinforcement Learning in Metric Spaces

1 May 2019

Papers citing "Efficient Model-free Reinforcement Learning in Metric Spaces"

8 / 8 papers shown

Title
No-Regret Reinforcement Learning in Smooth MDPs Davide Maran Alberto Maria Metelli Matteo Papini Marcello Restell 41 4 0 06 Feb 2024
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity A. D. Kara Naci Saldi S. Yüksel 43 27 0 12 Nov 2021
Adaptive Discretization in Online Reinforcement Learning Sean R. Sinclair Siddhartha Banerjee Chao Yu OffRL 45 15 0 29 Oct 2021
Coarse-Grained Smoothness for RL in Metric Spaces Giorgio Giannone Kavosh Asadi Cameron Allen Sam Lobel George Konidaris Michael Littman 47 3 0 23 Oct 2021
Sublinear Least-Squares Value Iteration via Locality Sensitive Hashing Anshumali Shrivastava Zhao Song Zhaozhuo Xu 19 22 0 18 May 2021
Control with adaptive Q-learning J. Araújo Mário A. T. Figueiredo M. Botto 33 2 0 03 Nov 2020
Single-partition adaptive Q-learning J. Araújo Mário A. T. Figueiredo M. Botto OffRL 20 2 0 14 Jul 2020
Adaptive Discretization for Model-Based Reinforcement Learning Sean R. Sinclair Tianyu Wang Gauri Jain Siddhartha Banerjee Chao Yu OffRL 19 21 0 01 Jul 2020