Question
Download Solution PDFAn agent can improve its performance by
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFConcept:
Agent: An agent is anything that can be viewed as perceiving its environment through sensors and acting upon that environment through actuators. Example: human agents, robotic agents etc.
Agent is also equal to architecture and program combination.
Explanation:
Factors that are considered in agents are its performance measure, environment, actuators, sensors.
- Performance: safe, fast, legal, maximize profits.
- Environment: Roads, pedestrians, customers
- Actuators: steering wheel, accelerator, brake.
- Sensors: Cameras, speedometer, GPS, keyboard.
Environment types: fully observable, deterministic, static, dynamic, single agent, semi dynamic.
Agents observes through sensor and directs activity towards achieving goals. Agents improves its performance by learning to achieve its goals. A reflex machine is an example of an intelligent agent. AI agent must have ability to perceive the environment.Last updated on Jun 6, 2025
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