snake-ai
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linyiLYi
An AI agent that beats the classic game "Snake".
近段时间 Apple silicon 平台的机器学习支持在开源社区的努力下快速发展，而苹果芯片的统一内存架构也让大模型的落地普及有了新的希望，因此本项目也推送了新版代码，增加对 macOS GPU 加速框架 MPS（Metal Performance Shaders）的支持。 不过 Apple silicon 诞生不到三年，其机器学习生态更是刚刚起步，一定存在许多问题。本 issue 用于记录我在本项目以及其它外部项目中遇到的一些问题，也欢迎大家进行补充、友好讨论，分享一些常见问题的解决方案。 - 本项目中用到的 Anaconda、python 等基础工具已具备对 Apple silicon 的原生支持，但实际开发中出现了某些旧版代码库与 Python 安装工具 pip 的兼容性问题。解决办法已在中文版 README 中列出，需要降级 setuptools...
os: ubuntu 18.04 error: Using seed = 783742036 for testing. Traceback (most recent call last): File "test_cnn.py", line 24, in env = SnakeEnv(seed=seed, limit_step=False, silent_mode=False) File "/home/tianhm/snake-ai/main/snake_game_custom_wrapper_cnn.py", line 11, in...
conda install -c local sb3_contrib-1.8.0.tar.gz Collecting package metadata (current_repodata.json): done Solving environment: unsuccessful initial attempt using frozen solve. Retrying with flexible solve. Collecting package metadata (repodata.json): done Solving environment: unsuccessful...
D:\Downloads\Astudy\setpath\python.exe "D:\Watershed APP\pycharm2021\SetPath\PyCharm 2021.3\plugins\python\helpers\pycharm\_jb_pytest_runner.py" --path D:/python-code/snake-newai/snake-ai/main/test_cnn.py Testing started at 2:11 ... Launching pytest with arguments D:/python-code/snake-newai/snake-ai/main/test_cnn.py --no-header --no-summary -q in D:\python-code\snake-newai\snake-ai\main ============================= test session starts ============================= collecting ... Using seed...
# Changes Fixed bug (random.sample doesnt work on sets) Migration to Gymnasium Changed name from SnakeEnv to SnakeEnvCNN and SnakeEnvMLP added win rewards for MLP made win detection better in...
在训练过程中对蛇增加了一个惩罚。如果蛇的身子包住了空格子，将会根据包围住的格子大小受到惩罚。该策略目的在于使蛇在一定程度上折叠自己的身子。（图片显示在某一局蛇的长度达到了103） A penalty was added to the snake during training. If the snake's body wrapped around empty cells, it would be penalized according to the size of the cells. The...
