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我可以在tensorflowjs中使用强化学习吗？

[英]Can I use reinforcement learning in tensorflowjs?

原文 2019-06-25 23:37:48 3 1 javascript/ machine-learning/ neural-network/ reinforcement-learning/ tensorflowjs

I'm doing a project at the moment which would require tensorflowjs to create a neural network that learns from reinforcement learning algorithms. 我目前正在做一个项目，需要tensorflowjs创建一个从强化学习算法中学习的神经网络。 Is this possible to do? 这可能吗？

1 个解决方案

Yes! 是!

There are many examples of this online. 网上有很多例子。 I would recommend you to take a look at https://github.com/BeTomorrow/ReImproveJS a reinforcement learning framework made using tfjs. 我建议您看看https://github.com/BeTomorrow/ReImproveJS一个使用tfjs制作的强化学习框架。

Example using ReImproveJS can be found here: https://gist.github.com/RGBKnights/756b5f51465cc22d0ca39205979ad2a1 可以在以下位置找到使用ReImproveJS的示例： https ://gist.github.com/RGBKnights/756b5f51465cc22d0ca39205979ad2a1

Also another example of applied tfjs is found here: https://www.metacar-project.com/ 此处还找到了另一个应用tfjs的示例： https ://www.metacar-project.com/

Another example of DQN applied to snake in tfjs, with instructions on how to run the code: https://github.com/tensorflow/tfjs-examples/tree/master/snake-dqn DQN在tfjs中应用于蛇的另一个示例，其中包含有关如何运行代码的说明： https : //github.com/tensorflow/tfjs-examples/tree/master/snake-dqn