A snake AI made using pygame and a deep Q algorithm written with pytorch.

Using NNs to approximate temporal difference learning for TicTacToe 3d (4x4x4 environment). Also included are implementations for value iteration on 3x3 tictactoe and Q learning on 4x4 tictactoe.

Using GANs and Stable Diffusion to generate Chest Xray data points and evaluating them using convolutional classifiers.