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...
Main Authors: | Hung, C-M, Sun, L, Wu, Y, Havoutis, I, Posner, I |
---|---|
Formato: | Conference item |
Idioma: | English |
Publicado em: |
Institute of Electrical and Electronics Engineers
2021
|
Registos relacionados
-
Goal-conditioned end-to-end visuomotor control for versatile skill primitives
Por: Groth, O, et al.
Publicado em: (2021) -
Specialization of the right hemisphere for visuomotor control.
Por: Bracewell, R, et al.
Publicado em: (1990) -
From visuomotor control to latent space planning for robot manipulation
Por: Hung, C-M
Publicado em: (2022) -
Visuomotor functions of the posterior parietal cortex.
Por: Jackson, SR, et al.
Publicado em: (2006) -
View Synthesis for Visuomotor Policy Learning
Por: Lin, Yen-Chen
Publicado em: (2023)