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Algorithms for Sequential Decision Making (1996)
by
Michael Lederman Littman
| Citations: | 211 - 8 self |
BibTeX
@MISC{Littman96algorithmsfor,
author = {Michael Lederman Littman},
title = {Algorithms for Sequential Decision Making},
year = {1996}
}
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Abstract
Sequential decision making is a fundamental task faced by any intelligent agent in an extended interaction with its environment; it is the act of answering the question "What should I do now?" In this thesis, I show how to answer this question when "now" is one of a finite set of states, "do" is one of a finite set of actions, "should" is maximize a long-run measure of reward, and "I" is an automated planning or learning system (agent). In particular,
