Decision Theory: Fundamentals and Applications

· Artificial Intelligence Kitabu cha 101 · One Billion Knowledgeable
Kitabu pepe
101
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Ukadiriaji na maoni hayajahakikishwa  Pata Maelezo Zaidi

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What Is Decision Theory

The theory of making judgments based on assigning probabilities to various aspects and assigning numerical implications to the conclusion is the subject of decision theory, which is a part of applied probability theory and analytic philosophy. Decision theory is concerned with the theory of making decisions.


How You Will Benefit


(I) Insights, and validations about the following topics:


Chapter 1: Decision theory


Chapter 2: Bayesian probability


Chapter 3: Utility


Chapter 4: Rationality


Chapter 5: Bounded rationality


Chapter 6: Prospect theory


Chapter 7: Expected utility hypothesis


Chapter 8: Subjective expected utility


Chapter 9: Decision analysis


Chapter 10: Von Neumann-Morgenstern utility theorem


(II) Answering the public top questions about decision theory.


(III) Real world examples for the usage of decision theory in many fields.


Who This Book Is For


Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of decision theory.


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