Side project for learning machine learning through the game Snake, written in Python 3.7.5, implementing Pygame (1.9.4) Note: Python 3.7 and Pygame will be needed to run the snake program
To run in terminal:
python3 main.py -p <player_model>
Base game is controlled by various "players":
- HumanPlayer (player_model = human): human controlled
- RandomPlayer (player_model = random): randomly moves
- BfsPlayer (player_model = bfs): implements BFS pathfinding to move along the shortest path to the food calculated each frame. Dies when the head is cut off from the food by its tail
(Not yet implemented: )
- Genetic Algorithm
- DNN (Deep Neural Network)
- Hamiltonian cycling
- BattleSnake (combination of behavioural coding to be used as a template for Battlesnake 2019)