Artificial Intelligence: Masters Seminar from Mephi.
-
lab1 - An example of reinforcement learning using q-learning. The main task was to teach the pacman to play independently.
-
lab2 - An example of a decision-making system for issuing bank loans based on a Bayesian network. There are 2 implementations here: using Samiam and Figaro.
-
lab3 - An example of digit recognition using logistic regression and neural networks.
-
lab4 - An example of a recommender system built using a Lenskit.