AI Task Environments Quiz

A vacuum cleaner agent has the task environment where, at each time step, each clean square has 10% chance of becoming dirty. The task environment is

• Stochastic

• Deterministic

• Static

• Episodic

Competitive environment is most suitable for _____________ search problems.

• Adversarial

• Uninformed

• Informed

• Local

For an insurance AI agent that assesses risk and processes claims, what best defines its task environment?

• A deterministic environment with fixed risk factors and outcomes

• A fully observable environment with no hidden information or uncertainties

• A partially observable and stochastic environment with varying risk factors and incomplete data

• A completely controlled environment with predictable and consistent claim data

In a food delivery drone, which of the following represents the Performance measure?

• The accuracy of the drone's GPS system

• The number of successful deliveries made on time

• The sensors that detect obstacles during flight

• The battery level of the drone

In a reinforcement learning framework, which component of a learning agent is responsible for improving its policy based on feedback from its interactions with the environment?

• The environment model that predicts future states

• The reward signal that provides immediate feedback on actions

• The learning algorithm that adjusts the agent's policy based on accumulated experiences

• The action selection mechanism that chooses actions randomly

In an AI-powered personal assistant that manages your daily schedule and recommends activities, how does the agent choose which activities to suggest next?

• By following fixed rules and ignoring user preferences

• By maximizing the expected utility based on the user's preferences and priorities

• By mapping directly from the user's requests to pre-programmed actions

• By generating and following a rigid plan of action without considering user feedback

In an electric vehicle (EV) management system, which of the following would be monitored by a sensor to influence decision-making?

• The road conditions during the drive

• The navigation system's route suggestion

• The battery level of the vehicle

• The engine's speed and power output

In PEAS, if the agent is a virtual assistant designed to manage email correspondence, the Environment will be ____________

• Email content and user requests

• The email client interface

• The user's satisfaction with the responses

• The algorithms used for email sorting

In the context of a self-driving delivery robot, which aspect of the PEAS framework is responsible for determining the success of the robot's navigation and delivery tasks in complex urban environments?

• The robot's ability to accurately detect obstacles and pedestrians

• The environment's layout and traffic conditions

• The performance measure, based on timely delivery and avoidance of hazards

• The actuators controlling the robot's movement through intersections

In the context of agent architectures, which component is responsible for executing the actions decided by the agent?

• Perceptual system

• Actuator system

• Decision-making system

• Communication system