Introspective visuomotor control: exploiting uncertainty in deep visuomotor control for failure recovery

End-to-end visuomotor control is emerging as a compelling solution for robot manipulation tasks. However, imitation learning-based visuomotor control approaches tend to suffer from a common limitation, lacking the ability to recover from an out-of-distribution state caused by compounding errors. In...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Hung, C-M, Sun, L, Wu, Y, Havoutis, I, Posner, I
Format: Conference item
Język:English
Wydane: Institute of Electrical and Electronics Engineers 2021