Encyclopedia · 176 concepts

Reinforcement Learning · intermediate · concept 123 of 176

Markov Decision Process (MDP)

The mathematical framework underlying RL. Defines states, actions, transition probabilities, and rewards. The Markov property: the future depends only on the current state, not history.

Key terms

State spaceAction spaceTransition functionDiscount factor

Courses, papers, and more