Titlebook: Information Theoretic Principles for Agent Learning; Jerry D. Gibson Book 2025 The Editor(s) (if applicable) and The Author(s), under excl

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Jerry D. Gibsonr education. Had Fillmore lived throughout UB’s first seventy years, he would probably have been elated by the success of his university, and he should have been satisfied and pleased that UB remained intrinsically bonded to its community while at the same time engrafting the values and standards im

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Jerry D. GibsonDescribes the fundamentals of information theoretic techniques for statistical data science analyses.Provides succinct introductions to key topics, with references as needed for further technical dept

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Information Theoretic Quantities and Learning,The focus in this chapter is on using information theoretic ideas and results to analyze agent learning wherein upon taking some observations of the environment, we develop an understanding of the structure of the environment, formulate models of this structure, and study any remaining apparent randomness or unpredictability.

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