Kunpeng Yao

About Kunpeng Yao

Kunpeng Yao, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Robotic Grasping, In-hand Manipulation, Human Motor Control, Task and Motion Planning.

His recent articles reflect a diverse array of research interests and contributions to the field:

An objective skill assessment framework for microsurgical anastomosis based on ALI scores

Action Contextualization: Adaptive Task Planning and Action Tuning using Large Language Models

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

Differentiable Robot Neural Distance Function for Adaptive Grasp Synthesis on a Unified Robotic Arm-Hand System

Real-Time Motion Planning for In-Hand Manipulation with a Multi-Fingered Hand

Online active and dynamic object shape exploration with a multi-fingered robotic hand

Exploiting kinematic redundancy for robotic grasping of multiple objects

Enhancing our understanding of human fine manipulation skills and advancing robot dexterity in grasping

Kunpeng Yao Information

University

Position

___

Citations(all)

291

Citations(since 2020)

239

Cited By

133

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Kunpeng Yao Skills & Research Interests

Robotic Grasping

In-hand Manipulation

Human Motor Control

Task and Motion Planning

Top articles of Kunpeng Yao

An objective skill assessment framework for microsurgical anastomosis based on ALI scores

Acta Neurochirurgica

2024/12

Kunpeng Yao
Kunpeng Yao

H-Index: 4

Aude Billard
Aude Billard

H-Index: 46

Action Contextualization: Adaptive Task Planning and Action Tuning using Large Language Models

arXiv preprint arXiv:2404.13191

2024/4/19

Kunpeng Yao
Kunpeng Yao

H-Index: 4

Aude Billard
Aude Billard

H-Index: 46

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

2023/11/29

Differentiable Robot Neural Distance Function for Adaptive Grasp Synthesis on a Unified Robotic Arm-Hand System

2023/9

Real-Time Motion Planning for In-Hand Manipulation with a Multi-Fingered Hand

arXiv preprint arXiv:2309.06955

2023/9/13

Online active and dynamic object shape exploration with a multi-fingered robotic hand

Robotics and Autonomous Systems

2023/8/1

Exploiting kinematic redundancy for robotic grasping of multiple objects

IEEE Transactions on Robotics

2023/3/29

Kunpeng Yao
Kunpeng Yao

H-Index: 4

Aude Billard
Aude Billard

H-Index: 46

Enhancing our understanding of human fine manipulation skills and advancing robot dexterity in grasping

2022

Kunpeng Yao
Kunpeng Yao

H-Index: 4

Hand pose selection in a bimanual fine-manipulation task

Journal of neurophysiology

2021/7/1

Kunpeng Yao
Kunpeng Yao

H-Index: 4

Aude Billard
Aude Billard

H-Index: 46

Effect of task conditions on human hand pose selection strategies in bimanual fine manipulation tasks

2020/5/31

Kunpeng Yao
Kunpeng Yao

H-Index: 4

Aude Billard
Aude Billard

H-Index: 46

Benchmark for bimanual robotic manipulation of semi-deformable objects

IEEE Robotics and Automation Letters

2020/2/10

An inverse optimization approach to understand human acquisition of kinematic coordination in bimanual fine manipulation tasks

Biological cybernetics

2020/2

Kunpeng Yao
Kunpeng Yao

H-Index: 4

Aude Billard
Aude Billard

H-Index: 46

See List of Professors in Kunpeng Yao University(École Polytechnique Fédérale de Lausanne)

Co-Authors

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