Explain the difference between performance measure and a utility function. Agent

Question

Explain the difference between performance measure and a utility function. Agent Episodic Discrete Static Sequential Semi dynamic Deterministic Fully observable Uncertain Known Multi agent Stochastic Dynamic A. Perceives environment by sensors, acts by actuators B. Sensors give complete state of environment at each time point C. More than one agent in the task environment D. Next state is exactly determined by current state and agent action E. The current decision could affect all future decisions F. Environment can change while the agent is deliberating G. Finite number of states, percepts, and actions H. The outcomes (or probabilities) for all actions are given I. Environment does not change while the agent is deliberating J. Environment does not change while the agent is deliberating, but performance measure does K. A series of atomic episodes, each independent of prior agent actions L. Next state not exactly determined by current state and agent action M. Not fully observable or deterministic

Explanation / Answer

K-Episodic.Decisions do not depend on previous decisions/actions

I-Static.The environment is unchanged while an agent is deliberating.

J-SemiDynamic. if the environment itself does not change with the passage of time but the agent's performance score does)

F-Dynamic.The environment is be changed while an agent is deliberating.

B-Fully observable.It gives complte environment at point

D- Deterministic.

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