An agent can improve its performance by

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UGC NET Computer Science (Paper 2) Dec 2018 Paper
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  1. Learning
  2. Responding
  3. Observing
  4. Perceiving

Answer (Detailed Solution Below)

Option 1 : Learning
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UGC NET Paper 1: Held on 21st August 2024 Shift 1
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50 Questions 100 Marks 60 Mins

Detailed Solution

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Concept:

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.
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