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PaperS7576

Entropy-Based Search Algorithm for Experimental Design

N. K. Malakar, K. H. Knuth. arxiv.org. August 29, 2010.

Nested Entropy Sampling searches for informative experiments in synthetic two-dimensional landscapes. Small sample counts can become trapped at local peaks, while higher counts reduce compression. The robot example is a simulation, and reported computation savings count entropy evaluations. Finite successes do not establish global convergence or physical measurement validation.

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