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Rational Agent in Artificial Intelligence

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Rational Agent in Artificial Intelligence

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Questions and Answers

What does the performance measure in PEAS dependencies evaluate?

Environment state (correct)

Agent state

Both environment state and agent state

None of the above

In the context of a rational agent, what does PEAS stand for?

Performance, Environment, Agent, System

Percept, Evidence, Agent, Structure

Performance, Environment, Agent, Sensors (correct)

Percept, Evidence, Agent, Success

Which factor defines the criterion of success for an AI agent?

Built-in knowledge

Environment state

Percept sequence

Performance measure (correct)

What should a rational agent do in selecting an action?

Maximize its performance measure Signup and view all the answers

What does the text suggest as a requirement for an AI agent to be rational?

Dependence on the performance measure Signup and view all the answers

What does the agent function map?

Percept sequence to action Signup and view all the answers

How is the agent program defined?

As a concrete implementation within a physical system Signup and view all the answers

What distinguishes the agent function from the agent program?

The agent function is an abstract mathematical description, and the agent program is a concrete implementation Signup and view all the answers

In the Vacuum-Cleaner World, what are the possible actions an agent can take?

Right, Suck, Left, Stop Signup and view all the answers

What defines a rational agent?

Its tendency to do the right thing Signup and view all the answers

What is essential in defining an AI agent?

The agent's rationality Signup and view all the answers

What does the PEAS acronym stand for?

Performance, Environment, Actuators, Sensors Signup and view all the answers

Which type of agent program makes decisions based solely on the current situation?

Simple reflex agents Signup and view all the answers

What is the main difference between model-based reflex agents and simple reflex agents?

Model-based agents use an internal world state for decision-making. Signup and view all the answers

In what situations do goal-based agents outperform model-based reflex agents?

When more than just sensor data and internal world are needed for decision-making. Signup and view all the answers

What is a defining characteristic of utility-based agents compared to goal-based agents?

Utility-based agents go beyond goals to generate high-quality behavior. Signup and view all the answers

Which aspect is essential for designing a rational agent according to the text?

Architecture + Program Signup and view all the answers