Bahare Kiumarsi

Bahare Kiumarsi

Michigan State University

H-index: 20

North America-United States

About Bahare Kiumarsi

Bahare Kiumarsi, With an exceptional h-index of 20 and a recent h-index of 18 (since 2020), a distinguished researcher at Michigan State University, specializes in the field of Optimal Control, Reinforcement Learning, Distributed Control.

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

Integral Reinforcement Learning for Optimal Tracking

Inverse Reinforcement Learning for Multiplayer Non-Zero-Sum Games

A Computationally-Efficient Data-Driven Safe Optimal Algorithm Through Control Merging

Inverse Reinforcement Learning for Optimal Control Systems

Background on Integral and Inverse Reinforcement Learning for Feedback Control

Integral Reinforcement Learning for Optimal Regulation

Integral Reinforcement Learning for Zero-Sum Games

High-Confidence Barrier-Certified Control Design Using Goal-Oriented Scenario Optimization and Experience Replay Model Learning

Bahare Kiumarsi Information

University

Position

Assistant Professor

Citations(all)

3027

Citations(since 2020)

2574

Cited By

1298

hIndex(all)

20

hIndex(since 2020)

18

i10Index(all)

26

i10Index(since 2020)

25

Email

University Profile Page

Google Scholar

Bahare Kiumarsi Skills & Research Interests

Optimal Control

Reinforcement Learning

Distributed Control

Top articles of Bahare Kiumarsi

Title

Journal

Author(s)

Publication Date

Integral Reinforcement Learning for Optimal Tracking

Bosen Lian

Wenqian Xue

Frank L Lewis

Hamidreza Modares

Bahare Kiumarsi

2024/3/6

Inverse Reinforcement Learning for Multiplayer Non-Zero-Sum Games

Bosen Lian

Wenqian Xue

Frank L Lewis

Hamidreza Modares

Bahare Kiumarsi

2024/3/6

A Computationally-Efficient Data-Driven Safe Optimal Algorithm Through Control Merging

IEEE Open Journal of Control Systems

Marjan Khaledi

Bahare Kiumarsi

2024/2/22

Inverse Reinforcement Learning for Optimal Control Systems

Bosen Lian

Wenqian Xue

Frank L Lewis

Hamidreza Modares

Bahare Kiumarsi

2024/3/6

Background on Integral and Inverse Reinforcement Learning for Feedback Control

Bosen Lian

Wenqian Xue

Frank L Lewis

Hamidreza Modares

Bahare Kiumarsi

2024/3/6

Integral Reinforcement Learning for Optimal Regulation

Bosen Lian

Wenqian Xue

Frank L Lewis

Hamidreza Modares

Bahare Kiumarsi

2024/3/6

Integral Reinforcement Learning for Zero-Sum Games

Bosen Lian

Wenqian Xue

Frank L Lewis

Hamidreza Modares

Bahare Kiumarsi

2024/3/6

High-Confidence Barrier-Certified Control Design Using Goal-Oriented Scenario Optimization and Experience Replay Model Learning

Zahra Marvi

Bahare Kiumarsi

Hamidreza Modares

2023/12/13

Data-Driven Safety-Certified Predictive Control for Linear Systems

IEEE Control Systems Letters

Marjan Khaledi

Pouria Tooranjipour

Bahare Kiumarsi

2023/12/11

Reinforcement learning applications in unmanned vehicle control: A comprehensive overview

Hao Liu

Bahare Kiumarsi

Yusuf Kartal

Ahmet Taha Koru

Hamidreza Modares

...

2023/1/4

Reinforcement learning with safety and stability guarantees during exploration for linear systems

IEEE Open Journal of Control Systems

Zahra Marvi

Bahare Kiumarsi

2022/9/28

Risk-Aware Safe Optimal Control of Uncertain Linear Systems

Pouria Tooranjipour

Bahare Kiumarsi

Hamidreza Modares

2022/9/27

Constructing safety barrier certificates for unknown linear optimal control systems

Pouria Tooranjipour

Bahare Kiumarsi

2022/6/27

Designing Safety Certificates for H∞ Control of Unknown Linear Systems

IEEE Control Systems Letters

Pouria Tooranjipour

Bahare Kiumarsi

2022/6/10

Robust satisficing cooperative control barrier functions for multirobots systems using information‐gap theory

International Journal of Robust and Nonlinear Control

Zahra Marvi

Bahare Kiumarsi

2022/2

Barrier-certified learning-based control of systems with uncertain safe set

Zahra Marvi

Bahare Kiumarsi

2021/5/25

Barrier-certified model-learning and control of uncertain linear systems using experience replay method

Zahra Marvi

Bahare Kiumarsi

2021/12/14

Heterogeneous formation control of multiple rotorcrafts with unknown dynamics by reinforcement learning

Information Sciences

Hao Liu

Fachun Peng

Hamidreza Modares

Bahare Kiumarsi

2021/5/1

Barrier-certified learning-enabled safe control design for systems operating in uncertain environments

IEEE/CAA Journal of Automatica Sinica

Zahra Marvi

Bahare Kiumarsi

2021/12/10

Safe reinforcement learning: A control barrier function optimization approach

International Journal of Robust and Nonlinear Control

Zahra Marvi

Bahare Kiumarsi

2021/4

See List of Professors in Bahare Kiumarsi University(Michigan State University)

Co-Authors

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