Four conceptual components in a Learning Agent in Artificial Intelligence

Learning element – The learning element is responsible for making improvements.

Performance element – The performance element is responsible for selecting external actions.

Critic – The critic tells the learning element how well the agent is doing with respect to a fixed performance standard.

Problem Generator – The problem generator is responsible for suggesting actions that lead to new and informative experiences.