MACHINE LEARNING

Detailed explanation-1: -An agent is anything that can be viewed as perceiving its environment through sensors and acting upon that environment through effectors. Our aim is to design agents. A rational agent is one that performs the actions that cause the agent to be most successful.

Detailed explanation-2: -1. Which instruments are used for perceiving and acting upon the environment? Explanation: An agent is anything that can be viewed as perceiving and acting upon the environment through the sensors and actuators.

Detailed explanation-3: -Definition. An Intelligent Agent is a system that can perceive its environment and take actions to achieve a specific goal. A Rational Agent is an Intelligent Agent that makes decisions based on logical reasoning and optimizes its behavior to achieve a specific goal.

Detailed explanation-4: -Anyway, in the context of the AI field, an “agent” is an independent program or entity that interacts with its environment by perceiving its surroundings via sensors, then acting through actuators or effectors. Agents use their actuators to run through a cycle of perception, thought, and action.