Zhen Kan

About Zhen Kan

Zhen Kan, With an exceptional h-index of 28 and a recent h-index of 24 (since 2020), a distinguished researcher at University of Science and Technology of China, specializes in the field of Networked Systems, Nonlinear Control, Formal Methods, Robotics.

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

Multi-modal interaction with transformers: bridging robots and human with natural language

Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments

Shielded Planning Guided Data-Efficient and Safe Reinforcement Learning

Model-free Motion Planning of Autonomous Agents for Complex Tasks in Partially Observable Environments

A nested u-structure for instrument segmentation in robotic surgery

Human-in-the-Loop Control of Robotic Leg Prostheses With Sensory Feedback

A flexible wearable e-skin sensing system for robotic teleoperation

Fast task allocation of heterogeneous robots with temporal logic and inter-task constraints

Zhen Kan Information

University

Position

___

Citations(all)

2478

Citations(since 2020)

1838

Cited By

1188

hIndex(all)

28

hIndex(since 2020)

24

i10Index(all)

57

i10Index(since 2020)

44

Email

University Profile Page

University of Science and Technology of China

Google Scholar

View Google Scholar Profile

Zhen Kan Skills & Research Interests

Networked Systems

Nonlinear Control

Formal Methods

Robotics

Top articles of Zhen Kan

Title

Journal

Author(s)

Publication Date

Multi-modal interaction with transformers: bridging robots and human with natural language

Robotica

Shaochen Wang

Zhangli Zhou

Bin Li

Zhijun Li

Zhen Kan

2024/2

Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments

Autonomous Agents and Multi-Agent Systems

Junchao Li

Mingyu Cai

Zhen Kan

Shaoping Xiao

2024/6

Shielded Planning Guided Data-Efficient and Safe Reinforcement Learning

IEEE Transactions on Neural Networks and Learning Systems

Hao Wang

Jiahu Qin

Zhen Kan

2024/2/6

Model-free Motion Planning of Autonomous Agents for Complex Tasks in Partially Observable Environments

arXiv preprint arXiv:2305.00561

Junchao Li

Mingyu Cai

Zhen Kan

Shaoping Xiao

2023/4/30

A nested u-structure for instrument segmentation in robotic surgery

Yanjie Xia

Shaochen Wang

Zhen Kan

2023/7/8

Human-in-the-Loop Control of Robotic Leg Prostheses With Sensory Feedback

IEEE/ASME Transactions on Mechatronics

Ming Pi

Zhijun Li

Qinjian Li

Yu Kang

Zhen Kan

...

2023/10/20

A flexible wearable e-skin sensing system for robotic teleoperation

Robotica

Chuanyu Zhong

Shumi Zhao

Yang Liu

Zhijun Li

Zhen Kan

...

2023/3

Fast task allocation of heterogeneous robots with temporal logic and inter-task constraints

IEEE Robotics and Automation Letters

Lin Li

Ziyang Chen

Hao Wang

Zhen Kan

2023/6/29

Lightweight neural path planning

Jinsong Li

Shaochen Wang

Ziyang Chen

Zhen Kan

Jun Yu

2023/10/1

Data-Driven Safe Policy Optimization for Black-Box Dynamical Systems With Temporal Logic Specifications

IEEE Transactions on Neural Networks and Learning Systems

Chenlin Zhang

Shijun Lin

Hao Wang

Ziyang Chen

Shaochen Wang

...

2023/12/18

Safe reinforcement learning under temporal logic with reward design and quantum action selection

Scientific reports

Mingyu Cai

Shaoping Xiao

Junchao Li

Zhen Kan

2023/2/2

Exploiting transformer in sparse reward reinforcement learning for interpretable temporal logic motion planning

IEEE Robotics and Automation Letters

Hao Zhang

Hao Wang

Zhen Kan

2023/6/28

Local observation based reactive temporal logic planning of human-robot systems

IEEE Transactions on Automation Science and Engineering

Zhangli Zhou

Shaochen Wang

Ziyang Chen

Mingyu Cai

Hao Wang

...

2023/8/25

A Novel Framework for Improved Grasping of Thin and Stacked Objects

IEEE Transactions on Artificial Intelligence

Zhangli Zhou

Shaochen Wang

Ziyang Chen

Mingyu Cai

Zhen Kan

2023/12/12

Task-Driven Reinforcement Learning With Action Primitives for Long-Horizon Manipulation Skills

IEEE Transactions on Cybernetics

Hao Wang

Hao Zhang

Lin Li

Zhen Kan

Yongduan Song

2023/8/11

A Hierarchical Decoupling Approach for Fast Temporal Logic Motion Planning

Ziyang Chen

Zhangli Zhou

Shaochen Wang

Zhen Kan

2023/5/29

Learning-Based Temporal Logic Control for Continuous POMDPs

Keyi Zhang

Zhen Kan

2023/12/1

Vision-based reactive temporal logic motion planning for quadruped robots in unstructured dynamic environments

IEEE Transactions on Industrial Electronics

Zhangli Zhou

Ziyang Chen

Mingyu Cai

Zhijun Li

Zhen Kan

...

2023/8/4

Tode-trans: Transparent object depth estimation with transformer

Kang Chen

Shaochen Wang

Beihao Xia

Dongxu Li

Zhen Kan

...

2023/5/29

What you see is what you grasp: User-friendly grasping guided by near-eye-tracking

Shaochen Wang

Wei Zhang

Zhangli Zhou

Jiaxi Cao

Ziyang Chen

...

2023/11/9

See List of Professors in Zhen Kan University(University of Science and Technology of China)

Co-Authors

H-index: 72
Warren Dixon

Warren Dixon

University of Florida

H-index: 60
Keqiang Li

Keqiang Li

Tsinghua University

H-index: 49
Huaping Liu(刘华平)

Huaping Liu(刘华平)

Tsinghua University

H-index: 25
Rushikesh Kamalapurkar

Rushikesh Kamalapurkar

Oklahoma State University

H-index: 23
Shubhendu Bhasin

Shubhendu Bhasin

Indian Institute of Technology Delhi

H-index: 22
Ashwin Dani

Ashwin Dani

University of Connecticut

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