Performance Measure in Utility Function
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Questions and Answers

What is the primary objective of the agent in a problem-solving scenario?

  • To minimize the cost of the path to the goal
  • To find a sequence of actions that reaches the goal (correct)
  • To evaluate the performance measure of the agent
  • To compare the performance of different agents

    • What is one of the factors that defines the performance measure of an agent?

  • The time taken to reach the goal
  • The complexity of the goal
  • The expensiveness of the path to the goal (correct)
  • The number of actions required to reach the goal

    • What is the implication of an 'expensive' path to the goal?

  • The agent requires more actions to reach the goal
  • The agent incurs a higher cost to reach the goal (correct)
  • The agent takes more time to reach the goal
  • The agent has a lower chance of reaching the goal

    • What is the relationship between the performance measure and the goal?

    <p>The goal determines the performance measure</p> Signup and view all the answers

    What is the consequence of an agent not reaching the goal?

    <p>The agent's performance measure is severely impacted</p> Signup and view all the answers

    Study Notes

    Performance Measure (Utility Function)

    • A performance measure is an objective criterion to evaluate an agent's behavior, determining its success.
    • The primary goal is to take the right action that maximizes success.

    Performance Measure Criteria

    • The performance measure is defined by two key criteria:
      • (a) Reaching the goal: The ability of the agent to achieve the desired goal.
      • (b) Path cost: The expenses or costs incurred while following the path to the goal.

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    Description

    Evaluate an agent's behavior with a performance measure, considering goal achievement and path costs. Learn to maximize success in utility function.

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