Artificial-Intelligence-Assignments

HW1

1. Multi-Dijkestra Algorithm
2. Puzzle Solving

HW2

1. Simulated Annealing
2. Genetic Algorithm

HW3

1. CSP: AC3-LCV-MRV (sudoku solving)
2. Minimax Algorithm (othello)

HW4

1. Bayesian Network
2. Bayesian Sampling

HW5

1. Partial Filtering
2. Decision Tree with Information gain

HW6

1. Multi-layer Perceptron from Scratch
2. CIFAR10 Classification and Colorization with Resnet

HW7

1. Traffic Light Control with RL
2. DDQN