Acceleration Operators in the Value Iteration Algorithms for Markov Decision Processes

Authors:
Oleksandr Shlakhter;Chi-Guhn Lee;Dmitry Khmelev;Nasser Jaber
Affiliations:
Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario M5S 3G8, Canada;Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario M5S 3G8, Canada;Deceased---Formerly with Department of Mathematics, University of Toronto, Toronto, Ontario, Canada;Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario M5S 3G8, Canada
Venue:
Operations Research
Year:
2010

Citing 3
Cited 0

Markov Decision Processes: Discrete Stochastic Dynamic Programming

Markov Decision Processes: Discrete Stochastic Dynamic Programming
Finite State Markovian Decision Processes

Finite State Markovian Decision Processes
The Linear Programming Approach to Approximate Dynamic Programming

Operations Research

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Abstract

In 2004, Deere & Company's Commercial & Consumer Equipment Division (C&CE) engaged in a new logistics initiative to further enhance its outbound distribution network. The goal was to offer faster and more reliable replenishment to 2,500 North ...