AI & MLRecommendedAIML-RL-011

Markov Decision Processes

States, actions, transitions, rewards, and discount: the formal problem RL solves.

Difficulty
3 / 5
Importance
4 / 5
Study time
1–2 h
Kind of work
Mixed

Why it matters

The learner can specify a small gridworld as an MDP and explain how the discount factor changes which policy is best.

The route to this topic

Route AIML-RL-011