Exercises

When it comes to working in the real world, the experience you build from doing these exercises may mean the difference between not getting that job and certainly keeping it. As a programmer, you don't have the luxury of just understanding how something works; you're a mechanic/engineer that needs to get their hands dirty and actually do the work:

1. Tune the hyperparameters for Chapter_10_QRDQN.py and see what effect this has on training.
2. Tune the hyperparameters for Chapter_10_NDQN.py and see what effect this has on training.
3. Tune the hyperparameters for Chapter_10_Rainbow.py and see what effect this has on training.
4. Run and tune the hyperparameters for any of this chapter's samples on another environment such as CartPole or FrozenLake or something more complex such as Atari. Reducing the complexity of an environment is also helpful if your computer is...