An <i>ϵ</i>-Greedy Multiarmed Bandit Approach to Markov Decision Processes

We present REGA, a new adaptive-sampling-based algorithm for the control of finite-horizon Markov decision processes (MDPs) with very large state spaces and small action spaces. We apply a variant of the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi...

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Principais autores:	Isa Muqattash, Jiaqiao Hu
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2023-01-01
叢編:	Stats
主題:	multiarmed bandits epsilon-greedy method Markov decision process (MDP) sampling optimization under uncertainties
在線閱讀:	https://www.mdpi.com/2571-905X/6/1/6
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