Important Folder Explanations:

ris_folder:

My current project: It has the major files needed for the RIS project

• ris_equation: I used this file to hash out the code needed to get the project working on its feet.

Snake folder:

This folder has code from someone trying to make a snake game. I took their code to learn it

Logs:

This folder contains the logs for the various models that I've created and trained. You can graph them and see how they've changed over time

Models:

This folder has the models that I've created

File Explanations:

mazemodel.py

Generates the logs and models if needed. This file is run to train a new model to complete the task set by their environment

mazeenv.py

My first attempt to create a maze-solving model. It took an hour to train, but eventually, the model turned out to be effective for a single maze

mazeenv2.py

My current attempt to create a maze-solving model. Currently, it can generate random mazes of a set size, with set starting and ending points, and gives certain rewards. It has a lot of parameters in its observations

maze_load_model.py

Loads a model to "use" it

maze_save_model.py

Saves a model/Functionally the same as mazemodel.py.

Contributions:

• https://stable-baselines3.readthedocs.io/en/master/
• Thanks to @zchen71 for helping me as a mentor!