Ashwin Dani

Ashwin Dani

University of Connecticut

H-index: 22

North America-United States

About Ashwin Dani

Ashwin Dani, With an exceptional h-index of 22 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Connecticut, specializes in the field of Estimation, Controls, Machine Learning for Control, Vision-based Control, Robotics.

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

Switching of Asymptotically Stable and Uniformly Ultimately Bounded Systems With Applications to Machine Vision

Learning First Principles Systems Knowledge from Data: Stability and Safety with Applications to Learning from Demonstration

Shape Servoing of Deformable Objects Using Model Estimation and Barrier Lyapunov Function

Multiple User Intent Prediction Using Interacting Multiple Model Joint Probabilistic Data Association Filter

Image-based Range Estimation of a Moving Target using Gaussian Process Motion Models

Adaptive Trajectory Synchronization With Time-Delayed Information

Reinforcement Learning for Image-Based Visual Servo Control

Shape Servoing of Deformable Objects using Adaptive Deformation Model Estimation

Ashwin Dani Information

University

Position

___

Citations(all)

1553

Citations(since 2020)

885

Cited By

1077

hIndex(all)

22

hIndex(since 2020)

16

i10Index(all)

36

i10Index(since 2020)

27

Email

University Profile Page

University of Connecticut

Google Scholar

View Google Scholar Profile

Ashwin Dani Skills & Research Interests

Estimation

Controls

Machine Learning for Control

Vision-based Control

Robotics

Top articles of Ashwin Dani

Title

Journal

Author(s)

Publication Date

Switching of Asymptotically Stable and Uniformly Ultimately Bounded Systems With Applications to Machine Vision

IEEE Transactions on Automatic Control

Ghananeel Rotithor

Tyler Taplin

Ashwin P Dani

Warren E Dixon

2024/3/12

Learning First Principles Systems Knowledge from Data: Stability and Safety with Applications to Learning from Demonstration

AP Dani

I Salehi

2024/1

Shape Servoing of Deformable Objects Using Model Estimation and Barrier Lyapunov Function

IEEE/ASME Transactions on Mechatronics

Vrithik Raj Guthikonda

Ashwin P Dani

2024/4/18

Multiple User Intent Prediction Using Interacting Multiple Model Joint Probabilistic Data Association Filter

IFAC-PapersOnLine

Tyler Taplin

Alexander E Lyall

Ashwin P Dani

2023/1/1

Image-based Range Estimation of a Moving Target using Gaussian Process Motion Models

IFAC-PapersOnLine

Alexander E Lyall

Ashwin P Dani

2023/1/1

Adaptive Trajectory Synchronization With Time-Delayed Information

IEEE Control Systems Letters

Rounak Bhattacharya

Vrithik Raj Guthikonda

Ashwin P Dani

2023/12/15

Reinforcement Learning for Image-Based Visual Servo Control

Ashwin P Dani

Shubhendu Bhasin

2023/12/13

Shape Servoing of Deformable Objects using Adaptive Deformation Model Estimation

IFAC-PapersOnLine

Vrithik Raj Guthikonda

Ghananeel Rotithor

Ashwin P Dani

2023/1/1

Learning-based State-dependent Coefficient Form Task Space Tracking Control of Soft Robot

Rounak Bhattacharya

Ghananeel Rotithor

Ashwin P Dani

2022/6/8

Deep Interacting Multiple Model Filtering

Ghananeel Rotithor

Ashwin P Dani

2022/6/8

Robust Learning of Nonlinear Dynamical Systems with Safety and Stability Properties

arXiv preprint arXiv:2211.16676

Iman Salehi

Ghananeel Rotithor

Ashwin P Dani

2022/11/30

Chance-constrained system identification of nonlinear discrete systems with safety and stability guarantees

Iman Salehi

Tyler Taplin

Ashwin P Dani

2022/6/8

Stitching dynamic movement primitives and image-based visual servo control

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Ghananeel Rotithor

Iman Salehi

Edward Tunstel

Ashwin P Dani

2022/10/27

Learning discrete-time uncertain nonlinear systems with probabilistic safety and stability constraints

IEEE Open Journal of Control Systems

Iman Salehi

Tyler Taplin

Ashwin P Dani

2022/10/21

Safety in Collaborative Robotics and Autonomous Systems

Frontiers in Robotics and AI

Ashwin Dani

Zhen Kan

Rushikesh Kamalapurkar

Nicholas Gans

2022/7/1

Variable structure human intention estimator with mobility and vision constraints as model selection criteria

Mechatronics

Daniel Trombetta

Ghananeel Rotithor

Iman Salehi

Ashwin P Dani

2021/6/1

Dynamical system learning using extreme learning machines with safety and stability guarantees

International Journal of Adaptive Control and Signal Processing

Iman Salehi

Ghananeel Rotithor

Gang Yao

Ashwin P Dani

2021/6

Constrained image-based visual servoing using barrier functions

Iman Salehi

Ghananeel Rotithor

Ryan Saltus

Ashwin P Dani

2021/5/30

Discrete-Time Nonlinear Systems Identification with Probabilistic Safety and Stability Constraints

arXiv preprint arXiv:2111.07466

Iman Salehi

Tyler Taplin

Ashwin P Dani

2021/11/14

Early prediction of an intention of a user's actions

2021/6/29

See List of Professors in Ashwin Dani University(University of Connecticut)

Co-Authors

H-index: 72
Warren Dixon

Warren Dixon

University of Florida

H-index: 62
Peter Luh

Peter Luh

University of Connecticut

H-index: 60
Guoqiang Hu

Guoqiang Hu

Nanyang Technological University

H-index: 52
seth hutchinson

seth hutchinson

Georgia Institute of Technology

H-index: 48
Soon-Jo Chung

Soon-Jo Chung

California Institute of Technology

H-index: 30
Dongkyoung Chwa

Dongkyoung Chwa

Ajou University

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