Definition
Learning
Learning is the process of modifying the agent’s decision mechanism to improve performance. It is essential for unknown environment, i.e., when designer lacks omniscience (can not anticipate all situations, changes, updates, …).
Learning is useful as a system construction method, i.e. expose the agent to reality rather than trying to write it down (programming might be “impossible”).