## A methodology for the adaptive control of Markov chains under partial state information

- E. Fernández-Gaucherand, A. Arapostathis, S. I. Marcus
- Proceedings of the 31th IEEE Conference Decision…
- 1992

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@article{Hsu2009OnTA, title={On the adaptive control of a class of partially observed Markov decision processes}, author={Shun-Pin Hsu and Dong-Ming Chuang and Ari Arapostathis}, journal={2009 American Control Conference}, year={2009}, pages={5635-5640} }

- Published 2009 in 2009 American Control Conference

We study the adaptive control problems of a class of discrete-time partially observed Markov decision processes whose transition kernels are parameterized by a unknown vector. Given a sequence of parameter estimates converging to the true value with probability 1, we propose an adaptive control policy and show that under some conditions this policy is self… CONTINUE READING

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