Third year project for RMIT Artificial Intelegent course. The project follows UC Berkeley Pacman Project from project 1 to 3. The project require us to implement search algorithm, AI algorithm, and agent-based machine learning.

The list of algorithms implemented here are:

• Depth First Search Pathfinding
• Breadth First Search Pathfinding
• Uniform Cost Search Pathfinding
• A-Star Search Pathfinding
• Heuristic Value
• Minimax Algorithm Agent
• Alpha-Beta Algorithm Agent
• Expectiminimax Algorithm Agent
• Value Iteration Algorithm
• Q-Learning Algorithm
• Epsilon Greedy Algorithm
• Approximate Q-Learning Algorithm