AI ML -- AGENTS

Which property ensures that an agent selects actions to achieve the best expected outcome?

• Autonomy

• Rationality

• Perception

• Learning

What is the role of a performance measure in an agent system?

• It controls the environment

• It evaluates how successful an agent is

• It stores agent’s knowledge

• It predicts future states

Which type of agent uses a model of the world to make decisions?

• Simple reflex agent

• Model-based reflex agent

• Goal-based agent

• Utility-based agent

What is the main characteristic of a simple reflex agent?

• Acts only based on current percept

• Uses internal state

• Uses goals for decision-making

• Maximizes utility

Which type of environment has unknown outcomes for actions?

• Deterministic

• Stochastic

• Static

• Discrete

In AI, what does "autonomy" refer to in an agent?

• Learning from experience without human intervention

• Following fixed rules

• Ignoring environment changes

• Running without power

Which agent type explicitly considers desired future states before acting?

• Goal-based agent

• Simple reflex agent

• Utility-based agent

• Model-based reflex agent

Which property describes an environment that changes while the agent is deciding?

• Episodic

• Static

• Dynamic

• Sequential

What is the main advantage of a utility-based agent over a goal-based agent?

• Simpler design

• Ability to choose between conflicting goals

• No need for a performance measure

• Works without a model

Which environment type has a finite number of distinct percepts and actions?

• Continuous

• Discrete

• Dynamic

• Stochastic