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Non-randomized policies for constrained Markov decision processes

✍ Scribed by Richard C. Chen; Eugene A. Feinberg


Book ID
105857389
Publisher
Springer
Year
2007
Tongue
English
Weight
169 KB
Volume
66
Category
Article
ISSN
0340-9422

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A policy improvement method for constrai
✍ Hyeong Soo Chang πŸ“‚ Article πŸ“… 2007 πŸ› Elsevier Science 🌐 English βš– 136 KB

This brief paper presents a policy improvement method for constrained Markov decision processes (MDPs) with average cost criterion under an ergodicity assumption, extending Howard's policy improvement for MDPs. The improvement method induces a policy iteration-type algorithm that converges to a loca