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