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AI-ML for Decision and Risk Analysis

Challenges and Opportunities for Normative Decision Theory

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Recent advancements in decision-making and risk analysis are explored through the lens of artificial intelligence and machine learning. The book highlights how these technologies enhance classical decision analysis by addressing real-world complexities such as skill acquisition, uncertainty in implementation, and unpredictable outcomes. By confronting these challenges, AI and ML contribute to a more practical approach to normative decision theory, leading to improved strategies for navigating uncertain and evolving environments in decision-making processes.

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AI-ML for Decision and Risk Analysis, Louis Anthony Cox Jr.

Jazyk
Rok vydání
2023
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Podtitul
Challenges and Opportunities for Normative Decision Theory
Jazyk
anglicky
Rok vydání
2023
Vazba
pevná
Počet stran
460
ISBN13
9783031320125
Série
Anotace
Recent advancements in decision-making and risk analysis are explored through the lens of artificial intelligence and machine learning. The book highlights how these technologies enhance classical decision analysis by addressing real-world complexities such as skill acquisition, uncertainty in implementation, and unpredictable outcomes. By confronting these challenges, AI and ML contribute to a more practical approach to normative decision theory, leading to improved strategies for navigating uncertain and evolving environments in decision-making processes.