Hi Visitor!

This is the repo for my solution to the assignment from David Silver's Reinforcement Learning class at UCL.
You can find the course here: https://www.davidsilver.uk/teaching/
The assigment questions are here: https://www.davidsilver.uk/wp-content/uploads/2020/03/Easy21-Johannes.pdf

The scripts for the questions are in the following files:
q1_environment.py
q2_monte_carlo_control.py
q3_sarsa.py
q4_linear_fn_approx.py

The solution notebook with the plots included is in solution.ipynb

The rest of the files are just for storing results and generating the plots and gifs.

Shoutout to hereismari for the inspiration for the gifs.

Disclaimer: I have completed this just to have fun, I have not officially submitted the assignment. I have no way of verifying how correct the results are. If your results don't look like this it is entirely possible that I have a bug somewhere :) In that case, please let me know!