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?

<p>Maximize its performance measure (C)</p> Signup and view all the answers

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

<p>Dependence on the performance measure (C)</p> Signup and view all the answers

What does the agent function map?

<p>Percept sequence to action (A)</p> Signup and view all the answers

How is the agent program defined?

<p>As a concrete implementation within a physical system (D)</p> Signup and view all the answers

What distinguishes the agent function from the agent program?

<p>The agent function is an abstract mathematical description, and the agent program is a concrete implementation (D)</p> Signup and view all the answers

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

<p>Right, Suck, Left, Stop (A)</p> Signup and view all the answers

What defines a rational agent?

<p>Its tendency to do the right thing (D)</p> Signup and view all the answers

What is essential in defining an AI agent?

<p>The agent's rationality (C)</p> Signup and view all the answers

What does the PEAS acronym stand for?

<p>Performance, Environment, Actuators, Sensors (D)</p> Signup and view all the answers

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

<p>Simple reflex agents (A)</p> Signup and view all the answers

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

<p>Model-based agents use an internal world state for decision-making. (C)</p> Signup and view all the answers

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

<p>When more than just sensor data and internal world are needed for decision-making. (B)</p> Signup and view all the answers

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

<p>Utility-based agents go beyond goals to generate high-quality behavior. (A)</p> Signup and view all the answers

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

<p>Architecture + Program (D)</p> Signup and view all the answers

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