TANDEM mixes autonomous TAMP with on-demand teleoperation for 2.9× more demos

tomssilver · x · 2026-10-17

TANDEM addresses a pain point in VLA data collection: teleoperators waste time demonstrating actions robots already know. By combining autonomous task and motion planning (TAMP) with human teleoperation only when needed, it collects 2.9× more demonstrations with the same human effort. Details in an 8-tweet thread.

Original post →

More from Embodied

Embodied channel →