UIUC ECE 448 / CS 440: Artificial Intelligence - Spring 2023 Machine Problems
- MP1: Probability basics
- MP2: Naive Bayes
- MP3: K Nearest Neighbors
- MP4: Linear Classifier
- MP5: Shortest Path
- MP6: Zero-Sum Games (Minimax & Alpha-Beta Pruning)
- MP7: Logic
- MP8: Bayesian Networks & Hidden Markov Models
- MP9: Fine Tuning Neural Networks
- MP10: Legacy Reinforcement Learning
- MP11: Q Learning