用python编写的机器学习蛇游戏，并使用街机、张量流库.zip

# Snake game with Machine Learning ## Discription The project focuses on the artificial intelligence of the Snake game, can play game automatically. This game is written in python. ## How to install ``` pip insatll -r requirement.txt ``` ## How to run 1- Generate dataset ``` python generate_dataset.py ``` 2- Train dataset with neural network ``` python train.py ``` 3- Play game ``` python main_mlp.py ``` ## Loss and Accuracy | Dataset | Algorithm | Accuracy | Loss | | ------- | --- | --- | ----- | | Train Dataset | MLP | 99.36% | 0.0319 | | Test Dataset | MLP | 99.362% | 0.0318 |