These homeworks are part of the Advanced Topics in Artificial Intelligence course I took as part of my undergraduate at the American University of Beirut.

• The first homework utilizes the SHAP library to explain the output of a classifier NLP model that predicts the sentiment in IMDB reviews. More description can be seen inside the hw1 folder.
• The second homework is a solution for the Cartpole problem using a genetic algorithm. Cartpole - known also as an Inverted Pendulum is a pendulum with a center of gravity above its pivot point. It’s unstable, but can be controlled by moving the pivot point under the center of mass. The goal is to keep the cartpole balanced by applying appropriate forces to a pivot point.