CS440

Artificial Intelligence (CS440) - UIUC

Implementation of all the course Machine Problems for CS440 at UIUC

List available at https://courses.engr.illinois.edu/cs440/fa2018/MPs/index.html

1. Search (BFS, DFS, Greedy, Astar) - https://courses.engr.illinois.edu/cs440/fa2018/MPs/mp1/assignment1.html
2. Configuration Space Planning (Robot Arm motion) - https://courses.engr.illinois.edu/cs440/fa2018/MPs/mp2/assignment2.html
3. Constraint Satisfaction Problem (Nonograms) - https://courses.engr.illinois.edu/cs440/fa2018/MPs/mp3/assignment3.html
4. Naive Bayes (Spam Classifier) - https://courses.engr.illinois.edu/cs440/fa2018/MPs/mp4/assignment4.html
5. Hidden Markov Models (POS tagging) - https://courses.engr.illinois.edu/cs440/fa2018/MPs/mp5/assignment5.html
6. Perceptron (Identifying animals in pictures) - https://courses.engr.illinois.edu/cs440/fa2018/MPs/mp6/assignment6.html
7. Reinforcement learning (Pong player) - https://courses.engr.illinois.edu/cs440/fa2018/MPs/mp7/assignment7.html