A project for my third year 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:
- 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
Depth First Search Pathfinding
Breadth First Search Pathfinding
Uniform Cost Search Pathfinding
A-Star Search Pathfinding
Minimax Algorithm Agent
Alpha-Beta Algorithm Agent
Expectiminimax Algorithm Agent
