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Published 20 hours ago • verified publisher icon orrivlin
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Playing Mountain-Car without reward engineering, by combining DQN and Random Network Distillation (RND)

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I have an idea. But I don't know whether it will work.

I think that the value RND return as the intrinsic reward is not good in DQN. And I think it can be used to select action. So the dimension of...

514123661 avatar 514123661

Augmented_Returns_Plot

![combined_return_plot](https://user-images.githubusercontent.com/46422351/50738963-fe1ae500-11e1-11e9-9cf1-084f067ef79f.png)

orrivlin avatar orrivlin

Real_Returns_Plot

![real_return_plot](https://user-images.githubusercontent.com/46422351/50738799-a29c2780-11e0-11e9-82f4-e1ac46ee1a3e.png)

orrivlin avatar orrivlin

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Playing Mountain-Car without reward engineering, by combining DQN and Random Network Distillation (RND)

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