Explicit Local Models: Towards "Optimal" Optimization Algorithms
Lecture Notes in Computer Science（2004）
摘要
We use Hutter's AIXI theory, which concerns optimal rational agents in unknown environments, in order to establish a theoretical background for model-based optimization. This implies recommendations for the design of practical optimization algorithms.
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关键词
rational agent,computer sciences,vector space
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