suragnair / seqGAN

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
642 stars 149 forks source link

Why doesn't it work if I use Adam for the discriminator? #12

Closed Mhzzzzz closed 4 years ago

suragnair commented 4 years ago

It's pretty fragile from what I remember, and even small changes in the setup might destabilise training. Try tinkering with a few hyperparameters.