Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces

17 October 2019

Papers citing "Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces"

10 / 10 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
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off Zichen Zhang Johannes Kirschner Junxi Zhang Francesco Zanini Alex Ayoub Masood Dehghan Dale Schuurmans OffRL 24 3 0 17 Dec 2022
Hindsight Learning for MDPs with Exogenous Inputs Sean R. Sinclair Felipe Vieira Frujeri Ching-An Cheng Luke Marshall Hugo Barbalho Jingling Li Jennifer Neville Ishai Menache Adith Swaminathan 18 23 0 13 Jul 2022
Approximate Policy Iteration with Bisimulation Metrics Mete Kemertas Allan D. Jepson 40 7 0 06 Feb 2022
Adaptive Discretization in Online Reinforcement Learning Sean R. Sinclair Siddhartha Banerjee Chao Yu OffRL 45 15 0 29 Oct 2021
An Adaptive State Aggregation Algorithm for Markov Decision Processes Guanting Chen Johann D. Gaebler M. Peng Chunlin Sun Yinyu Ye 16 6 0 23 Jul 2021
Control with adaptive Q-learning J. Araújo Mário A. T. Figueiredo M. Botto 33 2 0 03 Nov 2020
Efficient Learning in Non-Stationary Linear Markov Decision Processes Ahmed Touati Pascal Vincent 42 29 0 24 Oct 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