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Wu Yan

2 accepted papers

2022

A Framework of Rehabilitation-assisted Robot Skill Representation, Learning, and Modulation via Manifold-Mappings and Gaussian Processes

IROS 2022poster

Stroke survivors usually have dyskinesia, who have an urgent need for rehabilitation-assist training. To reduce the labor of rehabilitation therapists, this paper attempts to investigate an effective rehabilitation-assisted robot skill acquisition framework, which is inspired by the scheme of robot…

Cited by 5Source ↗Scholar ↗
2020

Inferring the Geometric Nullspace of Robot Skills from Human Demonstrations

ICRA 2020poster

In this paper we present a framework to learn skills from human demonstrations in the form of geometric nullspaces, which can be executed using a robot. We collect data of human demonstrations, fit geometric nullspaces to them, and also infer their corresponding geometric constraint models. These ge…

Cited by 11Source ↗Scholar ↗