Modify the values for the exploration factor, discount factor, and learning rates in the code to understand how those values affect the performance of the algorithm. Be sure to place each experiment in a different code block so that your instructor can view all of your changes.

Note: Discount factor $=$ GAMMA, learning rate $=$ LEARNING$\_$RATE, exploration factor $=$ combination of EXPLORATION$\_$MAX, EXPLORATION$\_$MIN, and EXPLORATION$\_$DECAY.

Create a Markdown cell in your Jupyter Notebook after the code and its outputs. In this cell, you will be asked to analyze the code and relate it to the concepts from your readings.