Robust analysis of discounted Markov decision processes with uncertain transition probabilities
type: Item
instance of: scholarly article
title: Robust analysis of discounted Markov decision processes with uncertain transition probabilities
zbMATH Open document ID: 1474.90500
author: Zhen-kai Lou
author: Fujun Hou
author: Xu-ming Lou
published in: Applied Mathematics. Series B (English Edition)
publication date: 2021-06-17T00:00:00Z
Mathematics Subject Classification ID: 90C40
Mathematics Subject Classification ID: 90C05
Mathematics Subject Classification ID: 60J35
zbMATH DE Number: 7360400
zbMATH Keywords: Markov decision processes
zbMATH Keywords: uncertain transition probabilities
zbMATH Keywords: robustness and sensitivity
zbMATH Keywords: robust optimal policy
zbMATH Keywords: value interval
MaRDI profile type: Publication
full work available at URL: s11766-020-3664-1
OpenAlex ID: W3115660529
cites work: Percentile Optimization for Markov Decision Processes with Parameter Uncertainty
cites work: Robust Dynamic Programming
cites work: Robust Control of Markov Decision Processes with Uncertain Transition Matrices
cites work: Q4315289
cites work: Robust topological policy iteration for infinite horizon bounded Markov decision processes
cites work: Markovian Decision Processes with Uncertain Transition Probabilities
cites work: Stability analysis of semi-Markov switched stochastic systems
cites work: Markov Decision Processes with Imprecise Transition Probabilities
cites work: Robust Markov Decision Processes
cites work: Distributionally robust Markov decision processes
cites work: Distributionally Robust Counterpart in Markov Decision Processes
cites work: Stability analysis of stochastic delay differential equations with Lévy noise
cites work: Stabilization of Stochastic Nonlinear Delay Systems With Exogenous Disturbances and the Event-Triggered Feedback Control
DOI: 10.1007/S11766-020-3664-1
description: scientific article; zbMATH DE number 7360400