The little robot used a tractor style power train and very inexpensive sensors (ultrasonic and infrared) to detect its own surroundings.
The computer used was called a Handy Board, developed and sold at MIT.
This is in no way to be considered a high-tech project. This was a learning tool for developing an understanding of how fusing the information from simple sensors can provide vastly improved performance and cost savings over single sensor technologies.