JonathanRaiman / tensorflow-infogan

:dolls: InfoGAN: Interpretable Representation Learning

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ll_categorical_objective tends to saturate very quickly

coventry opened this issue · comments

Any idea why this might be happening? It doesn't with the openai version. For example:

evolution_of_categorical_objective

I'm not sure. I imagine this has something to do with weighing the objectives differently, or perhaps reducing the expressive power of the discriminator a bit. Have you found a good explanation?

No, not yet.

Ok. I would be curious to know if you find out :)