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Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions

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Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions - Powell, Warren B
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"The first step in sequential decision problems is to understand what decisions are being made. It is surprising how often it is that people faced with complex problems, which spans scientists in a lab to people trying to solve major health problems, are not able to identify the decisions they face. We then want to find a method for making decisions. There are at least 45 words in the English language that are equivalent to "method for making a decision," but the one we have settled on is policy. The term policy is very ...

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Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions 2022, Wiley

ISBN-13: 9781119815037

Hardcover