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AI: Ideal Rational Agent

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Questions and Answers

What is the primary goal of a rational agent for each possible percept sequence?

To minimize its built-in knowledge

To minimize its performance measure

To randomize its actions with equal probability

To select an action that maximizes its performance measure (correct)

What is a required attribute of a rational agent?

Rational behavior dependent on certain conditions

Irrational behavior

Dependence on external factors

Rational behavior dependent on percept sequences (correct)

What is the rational agent's decision-making process based on?

Random selection

External factors

The evidence provided by the percept sequence and built-in knowledge (correct)

Gut feelings

What is the expected outcome of a rational agent's action selection?

Maximization of performance measure Signup and view all the answers

What is inherent to a rational agent's decision-making process?

Built-in knowledge Signup and view all the answers

What is the characteristic of a rational agent in terms of behavior?

Optimal behavior is often unattainable Signup and view all the answers

Why might an agent's optimal behavior be unattainable?

Both A and B Signup and view all the answers

What is the goal of an autonomous rational agent?

To make optimal decisions Signup and view all the answers

What is a key function of a rational agent?

All of the above Signup and view all the answers

How does an agent interact with its environment?

Through perception and action Signup and view all the answers

What does the ideal rational agent use to determine its action?

A combination of its percept sequence and world knowledge Signup and view all the answers

What is the primary function of an ideal rational agent?

To take action based on its percepts and knowledge Signup and view all the answers

How does an ideal rational agent interact with its environment?

Through a combination of percepts and actions Signup and view all the answers

What is the goal of an ideal rational agent's decision-making process?

To make the most rational action Signup and view all the answers

What is a characteristic of an ideal rational agent's behavior?

It is goal-oriented and rational Signup and view all the answers

Study Notes

Ideal Rational Agent

An ideal rational agent selects an action that maximizes its performance measure based on the percept sequence and built-in knowledge.

Characteristics of Ideal Rational Agent

The agent's behavior is dependent on two factors: • Percept sequence • Built-in knowledge
The ideal rational agent acts according to the function: Percept Sequence X World Knowledge → Action

Limitations of Ideal Rational Agent

Optimal behavior of the rational agent is often unattainable

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Description

This quiz assesses your understanding of an ideal rational agent in artificial intelligence, including its behavior and decision-making process. It covers the agent's ability to maximize its performance measure based on percept sequences and built-in knowledge.