We aim to optimize one of our algorithms: 2048 Monto Carlo Solver (2MCS) for the score, given by the usual 2048 rules .

Utilizing that convolutional neural networks are good at finding their own patterns in data, we developed and assessed two convolutional neural network (CNN) systems for identifying beats in 10-second music snippets: one based on waveform (WM) analysis and the other on spectrogram (SM) analysis.