We present Theseus, an efficient application-agnostic open source library for differentiable nonlinear least squares (DNLS) optimization built on PyTorch, providing a common …
Simulators perform an important role in prototyping, debugging, and benchmarking new advances in robotics and learning for control. Although many physics engines exist, some …
M Bauza, A Bronars… - The International Journal …, 2023 - journals.sagepub.com
In this paper, we present Tac2Pose, an object-specific approach to tactile pose estimation from the first touch for known objects. Given the object geometry, we learn a tailored …
S Kim, A Rodriguez - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
We propose a method that actively estimates contact location between a grasped rigid object and its environment and uses this as input to a peg-in-hole insertion policy. An …
We present MidasTouch, a tactile perception system for online global localization of a vision- based touch sensor sliding on an object surface. This framework takes in posed tactile …
Tactile perception is central to robot manipulation in unstructured environments. However, it requires contact, and a mature implementation must infer object models while also …
AN Chaudhury, T Man, W Yuan… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Coordinating proximity and tactile imaging by collocating cameras with tactile sensors can 1) provide useful information before contact such as object pose estimates and visually servo a …
Human dexterity is an invaluable capability for precise manipulation of objects in complex tasks. The capability of robots to similarly grasp and perform in-hand manipulation of objects …
We present Neural Contact Fields, a method that brings together neural fields and tactile sensing to address the problem of tracking extrinsic contact between object and …