General-purpose physical AI models must combine broad visual and linguistic capabilities with precise control across robot embodiments and efficient adaptation to downstream tasks. We introduce Rho, a family of open-weights VLA models for bimanual manipulation designed for data-light task adaptation on 3 embodiments re...
Rho Team Simran Bagaria, Daphne Chen, Dean Fortier et al.· 0 citations
The key idea is action inversion: each human expert action is mapped to the noise that would have produced it under the frozen base policy, using reverse-time integration followed by local refinement, which provides supervision for a lightweight latent policy that steers the base model at deployment time, enabling rapi...
Michael Murray, Daphne Chen, Simran Bagaria et al.· 1 citation
The results demonstrate that the synthesized skill library enables the system to transfer to novel tasks with decreasing human intervention, providing a steerable and data-efficient alternative to black-box robot learning.
Daphne Chen, A. Jain, E. Goossen et al.· arXiv.org· 1 citation
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.