JSTOR Daily

The Simplex and Policy-Iteration Methods Are Strongly Polynomial for the Markov Decision Problem with a Fixed Discount Rate

This is a preview. Log in through your library . Abstract We prove that the classic policy-iteration method [Howard, R. A. 1960. Dynamic Programming and Markov Processes. MIT, Cambridge] and the ...
JSTOR Daily

A Survey of Partially Observable Markov Decision Processes: Theory, Models, and Algorithms

This is a preview. Log in through your library . Abstract This paper surveys models and algorithms dealing with partially observable Markov decision processes. A partially observable Markov decision ...
Nature

Probabilistic Model Checking and Markov Decision Processes

Probabilistic model checking and Markov decision processes (MDPs) form two interlinked branches of formal analysis for systems operating under uncertainty. These techniques offer a mathematical ...