I am using CNN autoencoder to create a state representation layer which I will later be feed into my Reinforcement Agent. So I trained my CNN autoencoder and it is giving nice state representations. But I have following questions,
- Can my autoencoder layer be overfitted
- If there's a overfit will it cause rubish information in my bottleneck layer?