What if we need to decide multiple times with uncertainty and with decisions influencing our future decisions?
Navigating through a gridworld and calculating the proper path.
Reversi deadline coming up. There will be a tournament a week later.
Markov decision process. Try running mdp_sandbox.py and ask if something is not clear.