Doc: Differentiable optimal control for retargeting motions onto legged robots
R Grandia, F Farshidian, E Knoop… - ACM Transactions on …, 2023 - dl.acm.org
Legged robots are designed to perform highly dynamic motions. However, it remains
challenging for users to retarget expressive motions onto these complex systems. In this …
challenging for users to retarget expressive motions onto these complex systems. In this …
Survey on mapping human hand motion to robotic hands for teleoperation
R Li, H Wang, Z Liu - … Transactions on Circuits and Systems for …, 2021 - ieeexplore.ieee.org
Mapping human hand motion to robotic hands has great significance in a wide range of
applications, such as teleoperation and imitation learning. The ultimate goal is to develop a …
applications, such as teleoperation and imitation learning. The ultimate goal is to develop a …
Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges
Transfer learning is a conceptually-enticing paradigm in pursuit of truly intelligent embodied
agents. The core concept--reusing prior knowledge to learn in and from novel situations--is …
agents. The core concept--reusing prior knowledge to learn in and from novel situations--is …
Controlled human pose estimation from depth image streams
Y Zhu, B Dariush, K Fujimura - US Patent 9,165,199, 2015 - Google Patents
A system, method, and computer program product for esti mating human body pose are
described. According to one aspect, anatomical features are detected in a depth image of a …
described. According to one aspect, anatomical features are detected in a depth image of a …
Model-based real-time motion tracking using dynamical inverse kinematics
This paper contributes towards the development of motion tracking algorithms for time-
critical applications, proposing an infrastructure for dynamically solving the inverse …
critical applications, proposing an infrastructure for dynamically solving the inverse …
TooltY: An approach for the combination of motion capture and 3D reconstruction to present tool usage in 3D environments
Visualization techniques for the usage of tools, handicrafts, and assembly operations are
employed for demonstrating processes (eg, assembly instructions). Until today, most …
employed for demonstrating processes (eg, assembly instructions). Until today, most …
Dynamic movement primitive based motion retargeting for dual-arm sign language motions
We aim to develop an efficient programming method for equipping service robots with the
skill of performing sign language motions. This paper addresses the problem of transferring …
skill of performing sign language motions. This paper addresses the problem of transferring …
Towards a natural motion generator: A pipeline to control a humanoid based on motion data
Imitation of the upper body motions of human demonstrators or animation characters to
human-shaped robots is studied in this paper. We present a pipeline for motion retargeting …
human-shaped robots is studied in this paper. We present a pipeline for motion retargeting …
[PDF][PDF] Toward therapist-in-the-loop assistive robotics for children with autism and specific language impairment
In this paper we summarize some of the current work in the field of robot-based therapy for
children with autism, and explore new directions that emphasize the important role of the …
children with autism, and explore new directions that emphasize the important role of the …
C-3po: Cyclic-three-phase optimization for human-robot motion retargeting based on reinforcement learning
T Kim, JH Lee - … IEEE International Conference on Robotics and …, 2020 - ieeexplore.ieee.org
Motion retargeting between heterogeneous polymorphs with different sizes and kinematic
configurations requires a comprehensive knowledge of (inverse) kinematics. Moreover, it is …
configurations requires a comprehensive knowledge of (inverse) kinematics. Moreover, it is …