mlsanityData to 7 Oct 2026

SpaceHopper: A Small-Scale Legged Robot for Exploring Low-Gravity Celestial Bodies

arXiv 2403.02831 ↗First posted 5 Mar 2024cs.ROcited by 3

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Abstract (arXiv)

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.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Mar 2024.

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3 papers.