Q-learning Agent plays Pitfalls
Description
A simple q-learning agent trains via reinforcement learning on a Q-table to learn how to play the game Pitfalls.
What is the game Pitfalls?
Player starts at top-left-hand corner and must learn to find his/her way down to the goal at bottom-right-hand corner. For example:
S F F F
F F F H
F H F H
H F F G
F = normal floor
S = starting / normal floor
H = hole (game ends)
G = Goal (wins! and game ends)
AI Gym Environment
The Pitfalls game is a special AI environment that behaves similarly to Open AI Gym environments.