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Neuroevolution_T-rex

用神经网络来训练个能自己玩chrome断线时的那个小恐龙的AI

游戏本体(t-rex-runner)

游戏本体叫“t-rex-runner”,源码来自这里https://github.com/wayou/t-rex-runner

下称“小恐龙游戏”。

我对游戏的修改

  1. 删除了音乐(因为我电脑卡)
  2. 移除了当焦点不在浏览器上就暂停游戏的监听(因为我要边写代码边看小恐龙)
  3. 游戏的本体代码在 game.js 和 game.html (因为这样我可以通过iframe来控制多个同时运行的游戏)

关于人工智能或者神经网络或者机器学习

主要实现这些“智能”的类库来自于 Neuroevolution.js ,这个文件来自于https://github.com/xviniette/FlappyLearning

至于为什么可以这么“智能”的话我就不知道了,反正我看不懂源码,只知道怎么输入数据给AI和获得AI的数据。 那是看了上面像素鸟的代码才GET到的。

关于如何控制小恐龙游戏

看 index.js 你就会明白,我循环创建了几个iframe,一个iframe一个小恐龙游戏。 对每一个iframe进行操作,把小恐龙游戏的数据传递给AI,再把AI判断的结果换成操作并让小恐龙跳起来。

关于这个项目要怎么开始跑

  1. 为了让iframe能避开安全沙箱(跨域什么的),从而实现index.js对iframe里面的上下文进行操作,因此你要开启web服务器,我用的是nodejs的一个叫“http-server”,因此你会看到我的目录下有个启动脚本“startServer.bat”吗,双击启动就行了(如果你是window的电脑的话),然后访问127.0.0.1:8080。
  2. 页面运行的时候会创建50个iframe来跑小恐龙,由于我的电脑比较卡,因此setTimeout了10秒才启动小恐龙游戏,所以你看到50个小恐龙一动不动的时候不要慌张。当然你电脑强的话可以把50改成500。
  3. 当所有小恐龙游戏结束的时候才会重新开始,所以死剩最后一个小恐龙的时候不要慌,而且重新开始之后AI并不会删除之前的训练数据(反正我不知道训练数据在哪里,你自己找找看),因此每次死完之后的重生,AI就更加聪明一筹。

关于如何保存和载入训练之后的AI

如何保存:当所有小恐龙游戏结束的时候,就会把神经网络结构保存进localStorage中,名为“Neuroevolution_T-rex”。

如何加载:页面刷新的时候(摁F5),就会把localStorage中getItem("Neuroevolution_T-rex"),如果有内容,就加载进当前的神经网络中。

下面是一段曾经跑出8000多高分的AI,想试试的话,在所有小恐龙游戏结束之前,就把下面的数组直接stringify后塞进localStorage中吧,然后刷新页面。

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用神经网络来训练个能自己玩chrome断线时的那个小恐龙的AI 展开 收起
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