Lucian Busoniu

About Lucian Busoniu

Lucian Busoniu, With an exceptional h-index of 26 and a recent h-index of 20 (since 2020), a distinguished researcher at Universitatea Technica din Cluj-Napoca, specializes in the field of Planning, Optimal Nonlinear Control, Reinforcement Learning, Multi-Agent Systems.

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

Exploration-Based Planning for Multiple-Target Search with Real-Drone Results

Stability analysis of optimal control problems with time-dependent costs

Active search and coverage using point-cloud reinforcement learning

Optimistic planning for control of hybrid-input nonlinear systems

Near-optimal control of nonlinear systems with hybrid inputs and dwell-time constraints

Two-Channel Extended Kalman Filtering with Intermittent Measurements

Multi-agent exploration-based search for an unknown number of targets

3D exploration-based search for multiple targets using a UAV

Lucian Busoniu Information

University

Position

Professor and Group Lead Automation Department

Citations(all)

8456

Citations(since 2020)

5295

Cited By

5165

hIndex(all)

26

hIndex(since 2020)

20

i10Index(all)

50

i10Index(since 2020)

32

Email

University Profile Page

Universitatea Technica din Cluj-Napoca

Google Scholar

View Google Scholar Profile

Lucian Busoniu Skills & Research Interests

Planning

Optimal Nonlinear Control

Reinforcement Learning

Multi-Agent Systems

Top articles of Lucian Busoniu

Title

Journal

Author(s)

Publication Date

Exploration-Based Planning for Multiple-Target Search with Real-Drone Results

Sensors

Bilal Yousuf

Zsófia Lendek

Lucian Buşoniu

2024/4/30

Stability analysis of optimal control problems with time-dependent costs

Automatica

Sifeddine Benahmed

Romain Postoyan

Mathieu Granzotto

Lucian Buşoniu

Jamal Daafouz

...

2023/11/1

Active search and coverage using point-cloud reinforcement learning

Matthias Rosynski

Alexandru Pop

Lucian Buşoniu

2023/10/11

Optimistic planning for control of hybrid-input nonlinear systems

Automatica

Ioana Lal

Irinel-Constantin Morărescu

Jamal Daafouz

Lucian Buşoniu

2023/8/1

Near-optimal control of nonlinear systems with hybrid inputs and dwell-time constraints

IEEE Control Systems Letters

Ioana Lal

Constantin Morărescu

Jamal Daafouz

Lucian Buşoniu

2023/6/14

Two-Channel Extended Kalman Filtering with Intermittent Measurements

arXiv preprint arXiv:2312.11600

Vicu-Mihalis Maer

Zsofia Lendek

Stefan Pirje

Domagoj Tolic

Antun Djuras

...

2023/12/18

Multi-agent exploration-based search for an unknown number of targets

IFAC-PapersOnLine

Bilal Yousuf

Zsófia Lendek

Lucian Buşoniu

2023/1/1

3D exploration-based search for multiple targets using a UAV

arXiv preprint arXiv:2312.11424

Bilal Yousuf

Zsofia Lendek

Lucian Busoniu

2023/12/18

Exploration-based search for an unknown number of targets using a UAV

IFAC-PapersOnLine

Bilal Yousuf

Zsófa Lendek

Lucian Buşoniu

2022/1/1

Online learning control for path-aware global optimization with nonlinear mobile robots

Control Engineering Practice

Tudor Sântejudean

Lucian Buşoniu

2022/9/1

A simple path-aware optimization method for mobile robots

IFAC-PapersOnLine

Tudor Sântejudean

Lucian Buşoniu

Vineeth Varma

Constantin Morărescu

2022/1/1

A simulator and first reinforcement learning results for underwater mapping

Sensors

Matthias Rosynski

Lucian Buşoniu

2022/7/19

The co4air marathon–a matlab simulated drone racing competition

Marius Dragomir

Vicu-Mihalis Maer

Lucian Buşoniu

2022/6/21

Underwater robot pose estimation using acoustic methods and intermittent position measurements at the surface

Vicu-Mihalis Maer

Levente Tamás

Lucian Buşoniu

2022/5/19

Proceedings of the 6th IFAC Conference on Intelligent Control and Automation Sciences (ICONS 2022)

IFAC-PapersOnLine

Juš Kocijan

Kevin Guelton

2022

Fast constrained nonlinear model predictive control for implementation on microcontrollers

IFAC-PapersOnLine

Martial Ndje

Laurent Bitjoka

Alexandre Teplaira Boum

David Jaurès Fotsa Mbogne

Lucian Buşoniu

...

2021/1/1

Observenet control: A vision-dynamics learning approach to predictive control in autonomous vehicles

IEEE Robotics and Automation Letters

Cosmin Ginerica

Mihai Zaha

Florin Gogianu

Lucian Busoniu

Bogdan Trasnea

...

2021/7/9

Spectral normalisation for deep reinforcement learning: an optimisation perspective

Florin Gogianu

Tudor Berariu

Mihaela C Rosca

Claudia Clopath

Lucian Busoniu

...

2021/7/1

Path-aware optimistic optimization for a mobile robot

Tudor Sântejudean

Lucian Buşoniu

2021/12/14

When to stop value iteration: stability and near-optimality versus computation

Mathieu Granzotto

Romain Postoyan

Dragan Nešić

Lucian Buşoniu

Jamal Daafouz

2021/5/29

See List of Professors in Lucian Busoniu University(Universitatea Technica din Cluj-Napoca)

Co-Authors

H-index: 77
Bart De Schutter

Bart De Schutter

Technische Universiteit Delft

H-index: 71
Robert Babuska

Robert Babuska

Technische Universiteit Delft

H-index: 47
Damien Ernst

Damien Ernst

Université de Liège

H-index: 46
Daafouz

Daafouz

Université de Lorraine

H-index: 30
Jens Kober

Jens Kober

Technische Universiteit Delft

H-index: 29
Romain Postoyan

Romain Postoyan

Université de Lorraine

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