Leveraging scene embeddings for gradient-based motion planning in latent space
Motion planning framed as optimisation in structured latent spaces has recently emerged as competitive with traditional methods in terms of planning success while significantly outperforming them in terms of computational speed. However, the real-world applicability of recent work in this domain rem...
Main Authors: | Yamada, J, Hung, CM, Collins, J, Havoutis, I, Posner, I |
---|---|
格式: | Conference item |
语言: | English |
出版: |
IEEE
2023
|
相似书籍
-
Reaching through latent space: From joint statistics to path planning in manipulation
由: Hung, C-M, et al.
出版: (2022) -
Simultaneous scene reconstruction and whole-body motion planning for safe operation in dynamic environments
由: Finean, MN, et al.
出版: (2021) -
Semantically grounded object matching for robust robotic scene rearrangement
由: Goodwin, W, et al.
出版: (2022) -
First steps: latent-space control with semantic constraints for quadruped locomotion
由: Mitchell, AL, et al.
出版: (2021) -
Oscillating latent dynamics in robot systems during walking and reaching
由: Parker Jones, O, et al.
出版: (2024)