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Qualification Problem in AI

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Questions and Answers

What is the qualification problem discussed on page 268 about?

Maximizing the agent's performance measure

Finding a real solution to a problem

Inferring the success of a plan accurately (correct)

Ensuring the success of a specific plan

In what sense is A90 considered the right thing to do?

It provides certainty about reaching goals

It maximizes the agent's performance measure (correct)

It eliminates all uncertainties

It guarantees successful outcomes

Why does the rational decision on which plan to choose depend on both goals and likelihood of achievement?

To balance importance of goals with likelihood of achievement (correct)

To increase uncertainty in decision-making

To prioritize certain goals over others

To ensure the achievement of all goals

How does the agent's knowledge impact the belief about achieving outcomes with plan A90?

Provides some degree of belief in achieving outcomes with A90 Signup and view all the answers

What are some elements included in the agent's performance measure related to plans like A90?

Ensuring timely arrival and avoiding long waits Signup and view all the answers

What is the main issue with the simple rule Toothache ⇒ Cavity in dental diagnosis?

It is not specific enough, as not all toothache patients have cavities. Signup and view all the answers

Why is trying to turn the rule into a causal one like Cavity ⇒ Toothache not a suitable solution?

Not all cavities cause pain. Signup and view all the answers

Which of the following best describes why logic fails in coping with medical diagnosis?

Laziness in listing all antecedents or consequents for exceptionless rules. Signup and view all the answers

Which domain shares similar challenges with medical diagnosis according to the text?

Automobile repair Signup and view all the answers

What is the key issue with trying to use logic for medical diagnosis according to the text?

Difficulty in listing all qualifications required for exceptionless rules. Signup and view all the answers