Open TheButlah opened 5 years ago
Right now, I'm thinking that we can have each experiment go in a directory, and it would save everything like logs and the model checkpoints there. I'm just not sure how we would actually make it easy to restore from that - would there be a standardized process or would it be up to each model?
Additionally I'm using argparse to define all of the arguments. When restoring a model, the arguments should be loaded from that saved model, but some or all might be overwritten. How would that work?
I'm currently writing up the code to perform the cart pole q-learning experiment. I want to be able to save and restore the experiment so that it can be resumed. We should figure out how to do that.