machine_learning Artificial Intelligence Search algorithms for Pacman (DFS, BFS, UCS, A*) Multi-agents Pacman (Reflex, Minimax, AlphaBeta, Expectimax, Evaluation function) Machine Learning Theory of learning: error bound, bias-variance, simulation experiments, overfitting, regularization Linear model: perceptron, linear/logistic regression, nonlinear transform Other models: bagged tree, adaboost with decision dump