Co-designed robot learning stack from scratch: full robot under $15,000

ChongZzZhang · x · 2026-11-04

tonytao describes a fully co-designed robot learning stack built from scratch: the mobile robot platform, the data collection system, and the policy training stack.

Key cost figures: the robot costs under $15,000, and the UMI handheld data-collection setup under $1,000. This is part 2 of an ongoing series with more details to come.

Original post →

More from Embodied

Embodied channel →