You won't want to miss out on the world-class speakers at TNW Conference this year 🎟 Book your 2 for 1 tickets now! This offer ends on April 22 →

This article was published on October 8, 2021

Drones can now fly through forests at 40kmph — run and hide, humans

The system learns to fly in a simulation

Drones can now fly through forests at 40kmph — run and hide, humans

If you’re ever lost in the woods (or on the lam), watch out for high-speed quadcopters following you through the trees.

The drones can now fly through complex and unknown environments at up to 40kmph, thanks to a new AI approach developed at the University of Zurich.

The team says their approach reduces failure rates at high speeds by up to 10 times when compared with other state-of-the-art methods. Credit: UZH.

The quadcopter’s flight lessons took place in a simulation.

An algorithm first piloted a computer-generated drone through a simulated environment that contained complex obstacles.

This data was used to train the drone’s neural network to predict a flight path based on information from onboard sensors.

The system was then tested in various real-world environments, such as forests, collapsed buildings, and derailed trains.

“Our approach was able to successfully navigate in all environments that it was tested in, the team said in their study paper. “Note that our policy was trained in simulation and was never exposed to any of these environments or conditions at training time.”

The approach has several advantages over other methods.

The direct mapping of sensory observations to flight trajectories reduces processing latency. The system also increases robustness to perception disturbances, such as motion blur and missing data.

The team now wants to develop faster sensors that would enable drones to safely fly at even faster speeds.

Their approach could prove useful in emergencies and on construction sites. It also looks well-suited to hunting down undesirables.

Greetings Humanoids! Did you know we have a newsletter all about AI? You can subscribe to it right here.

Get the TNW newsletter

Get the most important tech news in your inbox each week.

Also tagged with