After many research, I still can't find a neat answer about this question:

  1. When I found the loss of my state-action pair. I'm only backpropagating that loss true the network and setting all other output nodes we didn't took an action from with loss = 0. is this right?
  2. I'm trying to understand which activation I should use in my hidden layers. I'm inputing numbers between 0-10 and outputting a raw value where no activation function should be applied (this is because we calculate the loss with raw values).

Thnx for helping out!


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