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"How to create and train a custom agent" doesn't actually do any learning
The Colab notebook showing how to train a custom agent (https://colab.research.google.com/github/google/dopamine/blob/master/dopamine/colab/agents.ipynb) doesn't actually do any learning. Could we have an example of modifying the DQN architecture or its loss function?
thanks for pointing this out and the suggestion, which i think is great! we'll look into this.
I think the reason was that the example agent was not using the .gin file given in the folder. I tried copy and paste the configs for DQN into the notebook and then it seems to have an identical learning curve.