Artificial Intelligence for Small Autonomous Robots

Small, light-weight flying robots such as the 20-gram DelFly Explorer form an extreme challenge to Artificial Intelligence, because of the strict limitations in onboard sensors, processing, and memory. I try to uncover general principles of intelligence that will allow such limited, small robots to perform complex tasks.

Computer Vision

Vision is a prime sense for both animals and robots. I create efficient vision algorithms for robot control and navigation.

Bio-inspired

Fruit flies are able to fly, avoid obstacles, navigate, and socially interact with each other with only a 100,000 neurons. Insects are a rich source of inspiration for elegant, efficient AI.

Real-world Robotics

As Rodney Brooks said: "Simulation is doomed to succeed" - I focus on problems actually faced by robots in the real world.

Open Science

I stand for an open science, in which articles, code and data is openly and more efficiently shared between researchers and the public.

Current research projects

Please click below to have a look at a selection of my current research projects.

Latest News

This 72-gram drone is able to race autonomously

The world’s smallest autonomous racing drone

Posted By Admin

Autonomous drone racing Drone racing by human pilots is becoming a major e-sport. In its wake, autonomous drone racing has become a major challenge for artificial intelligence and control. Over the years, the speed of autonomous race drones has been gradually improving. Most of the autonomous racing drones are equipped with high-performance processors, with multiple, […]

okt 6,2019No Comments
DelFly Nimble

Science paper on our new DelFly

Posted By Admin

We have developed a new, highly agile flapping-wing robot, called the DelFly Nimble. It can mimic high-speed insect escape maneuvers so accurately, that it exhibited very similar motion as fruitflies when performing these same maneuvers. Interestingly, the robot turned around an axis that was not controlled during the escape maneuver. In particular, it would turn […]

sep 17,2018No Comments
self-supervised learning of depth estimation

TOP grant on self-supervised learning

Posted By Admin

The Dutch Science Foundation (NWO) has granted me a personal grant on the topic of self-supervised learning. The grant, named TOP grant, is intended for researchers who obtained their PhD maximally 10 years ago. A structured study on self-supervised learning In the proposal, I forward self-supervised learning (SSL) as a reliable mechanism to have robots […]

mei 16,2018No Comments