Rushikesh Kamalapurkar

Rushikesh Kamalapurkar

Oklahoma State University

H-index: 25

North America-United States

About Rushikesh Kamalapurkar

Rushikesh Kamalapurkar, With an exceptional h-index of 25 and a recent h-index of 24 (since 2020), a distinguished researcher at Oklahoma State University, specializes in the field of Reinforcement Learning, Dynamic Programming, Adaptive Control, Nonlinear Systems.

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

Safe adaptive output‐feedback optimal control of a class of linear systems

An adaptive optimal control approach to monocular depth observability maximization

Fault Detection via Occupation Kernel Principal Component Analysis

Convergent Dynamic Mode Decomposition

Hierarchical Reinforcement Learning-based Supervisory Control of Unknown Nonlinear Systems

Model Aware Reinforcement Learning

State and Parameter Estimation for Affine Nonlinear Systems

Hierarchical Reinforcement Learning and Gain Scheduling-based Control of a Hypersonic Vehicle

Rushikesh Kamalapurkar Information

University

Position

___

Citations(all)

3315

Citations(since 2020)

2369

Cited By

1867

hIndex(all)

25

hIndex(since 2020)

24

i10Index(all)

55

i10Index(since 2020)

43

Email

University Profile Page

Oklahoma State University

Google Scholar

View Google Scholar Profile

Rushikesh Kamalapurkar Skills & Research Interests

Reinforcement Learning

Dynamic Programming

Adaptive Control

Nonlinear Systems

Top articles of Rushikesh Kamalapurkar

Title

Journal

Author(s)

Publication Date

Safe adaptive output‐feedback optimal control of a class of linear systems

International Journal of Robust and Nonlinear Control

SM Nahid Mahmud

Moad Abudia

Scott A Nivison

Zachary I Bell

Rushikesh Kamalapurkar

2024/4/10

An adaptive optimal control approach to monocular depth observability maximization

arXiv preprint arXiv:2401.09658

Tochukwu Elijah Ogri

Muzaffar Qureshi

Zachary I Bell

Kristy Waters

Rushikesh Kamalapurkar

2024/1/18

Fault Detection via Occupation Kernel Principal Component Analysis

IEEE Control Systems Letters

Zachary Morrison

Benjamin P Russo

Yingzhao Lian

Rushikesh Kamalapurkar

2023/6/20

Convergent Dynamic Mode Decomposition

Joel A Rosenfeld

Rushikesh Kamalapurkar

2023/12/13

Hierarchical Reinforcement Learning-based Supervisory Control of Unknown Nonlinear Systems

IFAC-PapersOnLine

Wanjiku A Makumi

Max L Greene

Zachary I Bell

Scott Nivison

Rushikesh Kamalapurkar

...

2023/1/1

Model Aware Reinforcement Learning

Rushikesh Kamalapurkar

Zachary I Bell

2023/5/31

State and Parameter Estimation for Affine Nonlinear Systems

Tochukwu Elijah Ogri

Zachary I Bel

Rushikesh Kamalapurkar

2023/12/13

Hierarchical Reinforcement Learning and Gain Scheduling-based Control of a Hypersonic Vehicle

Wanjiku Makumi

Max L Greene

Zachary Bell

Brendan Bialy

Rushikesh Kamalapurkar

...

2023

Modeling Partially Unknown Dynamics with Continuous Time DMD*

Efrain Gonzalez

Ladan Avazpour

Rushikesh Kamalapurkar

Joel A Rosenfeld

2023/5/31

Singular dynamic mode decomposition

SIAM Journal on Applied Dynamical Systems

Joel A Rosenfeld

Rushikesh Kamalapurkar

2023/9/30

Nonuniqueness and convergence to equivalent solutions in observer-based inverse reinforcement learning

Jared Town

Zachary Morrison

Rushikesh Kamalapurkar

2023/5/31

Output feedback adaptive optimal control of affine nonlinear systems with a linear measurement model

Tochukwu Elijah Ogri

SM Nahid Mahmud

Zachary I Bell

Rushikesh Kamalapurkar

2023/8/16

Carleman lifting for nonlinear system identification with guaranteed error bounds

arXiv preprint arXiv:2205.15009

Moad Abudia

Joel A Rosenfeld

Rushikesh Kamalapurkar

2022/5/30

Pilot Performance modeling via observer-based inverse reinforcement learning

arXiv preprint arXiv:2307.13150

Jared Town

Zachary Morrison

Rushikesh Kamalapurkar

2023/7/24

Dynamic Mode Decomposition of Control-Affine Nonlinear Systems using Discrete Control Liouville Operators

IEEE Control Systems Letters

Zachary Morrison

Moad Abudia

Joel A Rosenfeld

Rushikesh Kamalapurkar

2023/12/29

Investigating critical model input features for unitary air conditioning equipment

Energy and Buildings

Shahzad Yousaf

Craig R Bradshaw

Rushikesh Kamalapurkar

Omer San

2023/4/1

Dynamic mode decomposition for continuous time systems with the Liouville operator

arXiv preprint arXiv:1910.03977

Joel A Rosenfeld

Rushikesh Kamalapurkar

L Gruss

Taylor T Johnson

2019/10/9

Physics Informed Machine Learning Based Reduced Order Model of Unitary Equipment

Shahzad Yousaf

Craig Bradshaw

Rushikesh Kamalapurkar

Omer San

2022

Safety in Collaborative Robotics and Autonomous Systems

Frontiers in Robotics and AI

Ashwin Dani

Zhen Kan

Rushikesh Kamalapurkar

Nicholas Gans

2022/7/1

Model-based inverse reinforcement learning for deterministic systems

Automatica

Ryan Self

Moad Abudia

SM Nahid Mahmud

Rushikesh Kamalapurkar

2022/6/1

See List of Professors in Rushikesh Kamalapurkar University(Oklahoma State University)

Co-Authors

H-index: 94
Andrew R. Teel

Andrew R. Teel

University of California, Santa Barbara

H-index: 72
Warren Dixon

Warren Dixon

University of Florida

H-index: 37
Kyriakos G. Vamvoudakis

Kyriakos G. Vamvoudakis

Georgia Institute of Technology

H-index: 32
Taylor T Johnson

Taylor T Johnson

Vanderbilt University

H-index: 28
Zhen Kan

Zhen Kan

University of Science and Technology of China

H-index: 23
Shubhendu Bhasin

Shubhendu Bhasin

Indian Institute of Technology Delhi

academic-engine