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Intelligent Agents
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Intelligent Agents

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Questions and Answers

What is the decision-making approach of a Simple Reflex agent?

  • Learning from past experiences
  • Random decision-making
  • Goal-oriented decision-making
  • Condition-action rule based on current state (correct)
  • In which type of environment do Simple Reflex agents succeed?

  • Dynamic
  • Partially observable
  • Fully observable (correct)
  • Unobservable
  • What is a limitation of the Simple Reflex agent design approach?

  • They have very limited intelligence (correct)
  • They possess complete knowledge of the environment
  • They are capable of learning from past experiences
  • They can handle dynamic environments effectively
  • Which type of agent works on the basis of the current percepts and ignores the rest of the percept history?

    <p>Simple Reflex agent</p> Signup and view all the answers

    What kind of agent works only if certain conditions are met, such as a Room Cleaner agent working only if there is dirt in the room?

    <p>Simple Reflex agent</p> Signup and view all the answers

    What type of agent works on the basis of the current percepts and ignores the rest of the percept history?

    <p>Simple Reflex agent</p> Signup and view all the answers

    In which type of environment do Simple Reflex agents succeed?

    <p>Fully observable environment</p> Signup and view all the answers

    What is the decision-making approach of a Simple Reflex agent?

    <p>Condition-action rule</p> Signup and view all the answers

    Which type of agent has the capability to improve its performance over time?

    <p>Learning agent</p> Signup and view all the answers

    What is a limitation of the Simple Reflex agent design approach?

    <p>Limited intelligence</p> Signup and view all the answers

    Which type of agent takes decisions based on the current percepts and ignores the percept history?

    <p>Simple Reflex Agent</p> Signup and view all the answers

    Which type of agent works on the Condition-action rule?

    <p>Simple Reflex Agent</p> Signup and view all the answers

    Which type of agent is limited in intelligence and only succeeds in fully observable environments?

    <p>Simple Reflex Agent</p> Signup and view all the answers

    Which type of agent can improve its performance and generate better action over time?

    <p>Learning Agent</p> Signup and view all the answers

    Which type of agent considers knowledge of non-perceptual parts during decision and action processes?

    <p>Utility-based Agent</p> Signup and view all the answers

    Study Notes

    Simple Reflex Agents

    • Simple Reflex agents make decisions based on the current percepts and ignore the rest of the percept history.
    • They succeed in fully observable environments.
    • The decision-making approach of a Simple Reflex agent is based on the current percepts and ignores the rest of the percept history.
    • A limitation of the Simple Reflex agent design approach is that it is limited in intelligence and only succeeds in fully observable environments.

    Other Types of Agents

    • A Condition-action agent works on the basis of the Condition-action rule.
    • A Room Cleaner agent is an example of a Condition-action agent, which works only if certain conditions are met, such as the presence of dirt in the room.
    • A Learning agent has the capability to improve its performance over time.
    • An Intelligent agent considers knowledge of non-perceptual parts during decision and action processes.
    • An Intelligent agent can improve its performance and generate better actions over time.

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    Description

    Test your knowledge of intelligent agents with this quiz. Explore the different classes of agents, including simple reflex agents, model-based reflex agents, goal-based agents, utility-based agents, and learning agents. See how well you understand their capabilities and potential for improvement over time.

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