> For the complete documentation index, see [llms.txt](https://hujian.gitbook.io/deep-reinforcement-learning/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://hujian.gitbook.io/deep-reinforcement-learning/fang-fa/di-yi-ren-cheng-she-ji-you-xi/for-the-win.md).

# For The Win

[Capture the Flag: the emergence of complex cooperative agents](https://deepmind.com/blog/capture-the-flag/)