Implemented reinforcement learning algorithms, including Value-Iteration and Q-Learning, for a 2D grid world Markov Decision Process resembling a Pac-man game. Also applied the Mini-Max algorithm and common path-planning techniques such as A*, Dijkstra, and bidirectional search.

This is a simple Pacman game created in python that runs on the terminal

Customizable Pac-Man Game with special abilities

Pac-Man game using the Pygame library in Python

Levels of implementing pack-man game using AI algorithms

Pac-Man, Python

Pymac is an adaptation of the pac-man game in python.