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 …

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 …

Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges

N Jaquier, MC Welle, A Gams, K Yao, B Fichera… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

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 …

Model-based real-time motion tracking using dynamical inverse kinematics

L Rapetti, Y Tirupachuri, K Darvish, S Dafarra, G Nava… - Algorithms, 2020 - mdpi.com
This paper contributes towards the development of motion tracking algorithms for time-
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

E Stefanidi, N Partarakis, X Zabulis, P Zikas… - … Scene Modeling and …, 2021 - Springer
Visualization techniques for the usage of tools, handicrafts, and assembly operations are
employed for demonstrating processes (eg, assembly instructions). Until today, most …

Dynamic movement primitive based motion retargeting for dual-arm sign language motions

Y Liang, W Li, Y Wang, R Xiong… - … on Robotics and …, 2021 - ieeexplore.ieee.org
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 …

Towards a natural motion generator: A pipeline to control a humanoid based on motion data

S Choi, J Kim - 2019 IEEE/RSJ International Conference on …, 2019 - ieeexplore.ieee.org
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 …

[PDF][PDF] Toward therapist-in-the-loop assistive robotics for children with autism and specific language impairment

MB Colton, DJ Ricks, MA Goodrich, B Dariush… - autism, 2009 - researchgate.net
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 …

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 …