First steps: latent-space control with semantic constraints for quadruped locomotion
Traditional approaches to quadruped control frequently employ simplified, hand-derived models. This significantly reduces the capability of the robot since its effective kinematic range is curtailed. In addition, kinodynamic constraints are often non-differentiable and difficult to implement in an o...
Príomhchruthaitheoirí: | Mitchell, AL, Engelcke, M, Parker Jones, O, Surovik, D, Havoutis, I, Posner, H |
---|---|
Formáid: | Conference item |
Teanga: | English |
Foilsithe / Cruthaithe: |
IEEE
2021
|
Míreanna comhchosúla
Míreanna comhchosúla
-
Next steps: learning a disentangled gait representation for versatile quadruped locomotion
de réir: Mitchell, AL, et al.
Foilsithe / Cruthaithe: (2022) -
VAE-Loco: versatile quadruped locomotion by learning a disentangled gait representation
de réir: Mitchell, AL, et al.
Foilsithe / Cruthaithe: (2023) -
Learning an expert skill-space for replanning dynamic quadruped locomotion over obstacles
de réir: Surovik, D, et al.
Foilsithe / Cruthaithe: (2021) -
Reaching through latent space: From joint statistics to path planning in manipulation
de réir: Hung, C-M, et al.
Foilsithe / Cruthaithe: (2022) -
Reliable trajectories for dynamic quadrupeds using analytical costs and learned initializations
de réir: Melon, O, et al.
Foilsithe / Cruthaithe: (2020)