Exemplar-Based Policy with Selectable Strategies and its Optimization Using GA
نویسندگان
چکیده
منابع مشابه
Genetic policy search using exemplar based representations
Direct policy search (DPS) is a method for machine learning, where the policy is represented by some parameters and they are optimized by evaluating the policy directly. We introduce exemplar based policy (EBP) optimization as a framework of DPS. An EBP is a policy composed of a set of exemplars which is parameter to be optimised, and a case-based action selector. An actual implementation with ...
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ژورنال
عنوان ژورنال: Transactions of the Japanese Society for Artificial Intelligence
سال: 2010
ISSN: 1346-0714,1346-8030
DOI: 10.1527/tjsai.25.351