Projects

Jul. 1, 2018

Abstract Art with ML

Randomly initialised neural networks are able to produce visually appealing images. In this post, we explore what compositional pattern producing networks are, how they can be parameterised and what kind of images can be obtained using this technique.

Feb. 1, 2017

Self-Driving Cars in the Browser

This project demonstrates how a computer can learn by itself how to control a car. Using reinforcement learning, the agent’s neural network is trained to maximize its reward, which in this case is the speed of the car. The code runs in the browser and you can watch the cars drive below.