Explanation of PEAS in detail

Do you know what are the components of Learning Agent

A learning agent has mainly four conceptual components:-

1. Learning element: It is responsible for making improvements by learning from the environment.
2. Critic: Learning element takes feedback from critic which describes how well the agent is doing concerning a fixed performance standard.
3. Performance element: It is responsible for selecting external action.
4. Problem Generator: This component is responsible for suggesting actions that will lead to new and informative experiences.

MCQs

Which is used to provide the feedback to the learning element?

a) Critic
b) Actuators
c) Sensor
d) None of the mentioned

Answer: a

UGCNET PYQ

Which is used to improve the agents' performance?

a) Perceiving
b) Learning
c) Observing
d) None of the mentioned

Answer: b
Explanation: An agent can improve its performance by storing its previous knowledge & applying them in solving future problems & make necessary actions.

For detailed explanation check the video below from our Educator Rashmi Prabha.    

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