An analysis of learning algorithms in complex stochastic environments

As the military continues to expand its use of intelligent agents in a variety of operational aspects, event prediction and learning algorithms are becoming more and more important. In this paper, we conduct a detailed analysis of two such algorithms: Variable Order Markov and Look-Up Table model...

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Bibliographic Details
Main Author: Poor, Kristopher D.
Other Authors: Darken, Christian
Published: Monterey, California. Naval Postgraduate School 2012
Online Access:http://hdl.handle.net/10945/3413