SpaceHopper: A Small-Scale Legged Robot for Exploring Low-Gravity Celestial Bodies
Spiridonov, Alexander, Buehler, Fabio, Berclaz, Moriz, Schelbert, Valerio, Geurts, Jorit, Krasnova, Elena, Steinke, Emma, Toma, Jonas, Wuethrich, Joschua, Polat, Recep, Zimmermann, Wim, Arm, Philip, Rudin, Nikita, Kolvenbach, Hendrik, Hutter, Marco
–arXiv.org Artificial Intelligence
We present SpaceHopper, a three-legged, small-scale robot designed for future mobile exploration of asteroids and moons. The robot weighs 5.2kg and has a body size of 245mm while using space-qualifiable components. Furthermore, SpaceHopper's design and controls make it well-adapted for investigating dynamic locomotion modes with extended flight-phases. Instead of gyroscopes or fly-wheels, the system uses its three legs to reorient the body during flight in preparation for landing. We control the leg motion for reorientation using Deep Reinforcement Learning policies. In a simulation of Ceres' gravity (0.029g), the robot can reliably jump to commanded positions up to 6m away. Our real-world experiments show that SpaceHopper can successfully reorient to a safe landing orientation within 9.7 degree inside a rotational gimbal and jump in a counterweight setup in Earth's gravity. Overall, we consider SpaceHopper an important step towards controlled jumping locomotion in low-gravity environments.
arXiv.org Artificial Intelligence
Mar-5-2024
- Country:
- Europe > Switzerland
- North America > United States (0.46)
- Genre:
- Research Report (0.65)
- Industry:
- Energy (0.93)
- Government (0.68)
- Technology:
- Information Technology > Artificial Intelligence
- Machine Learning (1.00)
- Robots > Locomotion (1.00)
- Information Technology > Artificial Intelligence