About This Project: Unity3D Projects

ANNKart

Similar to the way ARC works, this ANN kart requires you to drive around the specified course before it is able to drive itself. While driving, the car is reading in multiple distances measurements; making sure to record how far the wall is, the angle, and the speed of the kart. After a successfully completing multiple laps, the returned values are used for our kart that we want to drive on its own. A neural network to accomplish this.

Perceptron

This is a visual example of how perceptron learning can lead to improved results over time. The character learns to walk around the platform, and improves based on the given rewards:how long it stayed on the platform, how far it walked, and whether it had fallen off the platform or not.

Pong

Basic implementation of pong that uses a neural network to play against the user.