yaoshunyu9401 / sekiro_tensorflow

This is the code of using machine learning to play Sekiro .

sekiro_tensorflow （English Version）

This is the code of using machine learning to play Sekiro .

Hello everyone , this is analoganddigital . I use this code to complete an interesting porgram of using machine learning to play Sekiro . You can see the final presentation in https://www.bilibili.com/video/BV1wC4y1s7oa/ . I am a junior student in university , which means I can't spend too much time on this program . What a shame ! On the other hand , many audiences hope me share this code . Thus , I eventually put it on the GitHub . This is an interesting program , and I hope everyone can enjoy it. In addition , I really welcome you to improve this program , to make this AI more smart ! There still something you need to konw:

• The window size I set is 96*86 , you can change it by yourselves .
• I finally collected 300M training data , if you want better result , maybe you need to collect more data .
• I use Alexnet to finish the training . This program is depend on Supervised learning.
• I have no idea about using Reinforcement learning yet , so I will really appreciate it if someone can help me to overcome this difficulty.

用机器学习打只狼 （中文说明）

这就是b站上面用机器学习打只狼的代码。

各位观众大家好，我GitHub用户名是analoganddigital。我用这个程序完成了机器学习打只狼这个项目。 最终效果视频可以看b站https://www.bilibili.com/video/BV1wC4y1s7oa/ 。 我是一个大三学生，真的非常抱歉没能长时间更新这个项目，所以我把它放到了GitHub上面，之前很多观众也是私信我想要代码。 总之我还是希望大家能喜欢这个小项目吧。当然，我非常希望大家能帮忙完善这个程序，万分感激，大家共同讨论我们会获益更多，这其实就是开源的意义。现在由于代码比较基础，所以训练效果不太好。我相信大家会有更多的点子，如果能更新一点算法，我们将会看到一个更机智的AI。我很感谢大家对之前视频的支持（受宠若惊），也十分期待大家有趣的优化，就算没有优化直接用也可以。 还有一些细节我这声明一下：

• 我截取的图像大小是96*86的，各位可以根据自身情况选择。
• 我最终只收集了300M的数据，如果你想训练效果更好的话，可能要收集更多。
• 我用的神经网络是Alexnet，基于监督学习完成的。
• 由于我能力有限，我还没想好如何用强化学习优化算法，所以如果有大佬能分享一下自己的才华，那将十分感谢。