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From course:

Intro to AI 2

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Question:

Degree of Belief vs. Assumptions

Author: Christian N



Answer:

Assumptions - Either true or false Decisions tend to follow naturally from the assumptions made Pro: less information is needed Con: Derived facts might turn out to be false later Degree of Belief: Continuous in interval , gives more information than assumptions Decision-making: Decision Theory = Prob. Theory + Utility Theory Con: more information is needed Pro: degrees of belief do not imply any particular truth of the underlying propositions, pitfalls can be avoided


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