Exercises

The following is a mix of simple and very difficult exercises. Choose those exercises that you feel appropriate to your interests, abilities, and resources. Some of the exercises in the following list could require considerable resources, so pick those that are within your time/resource budget:

1. Tune the hyperparameters for sample Chapter_14_learn.py. This sample is a standard deep learning model, but the parameters should be familiar enough to figure out on your own.
2. Tune the hyperparameters for sample Chapter_14_MetaSGD-VPG.py, as you normally would.
3. Tune the hyperparameters for sample Chapter_14_Imagination.py. There are a few new hyperparameters in this sample that you should familiarize yourself with.
4. Tune the hyperparameters for the Chapter_14_wo_HER.py and Chapter_14_HER.py examples. It can be very beneficial for your understanding to train the sample with and...