factor-network

A simple factor-network implementation written by JavaScript

Demo

Flappy-Bird

• Flappy-Bird-Of-Neuroevolution-Without-Labeled-Data
• Flappy-Bird-Of-Neuroevolution-With-Labeled-Data
• Flappy-Bird-Of-Back-Propagation
• Flappy-Bird-Of-Ten-Masters

These demo is inspired by FlappyLearning

MNIST

• MNIST-Handwritten-Digit-Of-Back-Propagation

2048

• Game-2048: Monte-Carlo Method
• Game-2048: Monte-Carlo Tree Search

Knowledge

• Artificial neural network
• Neuroevolution
• Backpropagation
• Principles of training multi-layer neural network using backpropagation
• Monte Carlo method
• Monte Carlo tree search