Learning Plannable Representations with Causal InfoGAN [pdf]

Posted by stablemap on Monday July 30, 2018 @01:12PM
from the arxiv.org dept.

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Re:Learning Plannable Representations with Causal InfoGAN [pdf] by ilovewhiskey on Wednesday August 01, 2018 @03:06AM (#17660268)

This approach is very similar to a AAAI18 paper [1] that also finds a binary representation ("plannable representation") using VAEs and performs planning algorithms, but the difference is that they included some experiments for continuous abstract states. I personally prefer VAEs because GANs are hard to train.

[1] arxiv.org/abs/1705.00154

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