Overview
Dr. Goodman's work in Collective Robotics and Swarm Intelligence drew inspiration from biology, particularly the way simple subsystems (like ants) can result in complex, system-level behavior (like a functioning nest).
Colonies of ants
Key Research Questions
- How can biological principles be applied to engineering systems?
- How can we design low-level behaviors for simple robots that interact to produce complex behaviors?
Applications
These principles have been applied to various fields, including:
- Routing in communications networks
- Control of automotive traffic
- Satellite control
- Predicting Product Defects in Manufacturing Processes.
- Ticket Sales – Predicting Seats Sold and Revenue for Entertainment Events.
- Detecting fraudulent transactions or assessing the creditworthiness of customer.
Collaborations
The research group included notable collaborators such as Alcherio Martinoli (EPFL), Owen Holland (Sussex University), and Alan Winfield (University of the West of England).
Milestones
In 2000, the first-ever course on Swarm Intelligence was developed and taught at Caltech.
Dr Goodman's collective robot lab showing robots collaborating to find the source of an odour
Collective odour tracking