Concepedia

Author

Alexandre Capone

Technical University of MunichORCID

Also Known As

A. Capone; A. Lederer;J. Umlauft; S. Hirche, A. Capone; G.Noske; J. Umlauft; T. Beckers; A. Lederer; S. Hirche, Alexandre Capone, Alexandre, Capone, Capone, Alexandre, Henrike Maier

41

Publications

192

Citations

9

H-Index

28

Concepts

All Affiliations

Technical University of Munich
AC

About

Alexandre Capone is an author at Technical University of Munich specializing in engineering, systems engineering, and computer science.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

3

3

39

2

Systems Engineering

3

3

39

3

Computer Science

2

2

28

4

Computer Engineering

1

1

11

5

Data Science

1

1

11

Alexandre Capone

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6

Publications

105

Citations

6

H-Index

YearCitations

Backstepping for Partially Unknown Nonlinear Systems Using Gaussian Processes

Alexandre Capone, Sandra Hirche

IEEE Control Systems Letters

2019

35

Gaussian Process-based Stochastic Model Predictive Control for Overtaking in Autonomous Racing

Tim Brüdigam, Alexandre Capone, Sandra Hirche,

arXiv (Cornell University)

2021

17

Backstepping Tracking Control Using Gaussian Processes With Event-Triggered Online Learning

Junjie Jiao, Alexandre Capone, Sandra Hirche

IEEE Control Systems Letters

2022

17

Localized active learning of Gaussian process state space models

Alexandre Capone

mediaTUM (Technical University of Munich)

N/A

14

An OPC UA-based Energy Management Platform for Multi-Energy Prosumers in Districts

Denis Bytschkow, Alexandre Capone, J. Mayer,

2019

11

Smart Forgetting for Safe Online Learning with Gaussian Processes

Jonas Umlauft, Thomas Beckers, Alexandre Capone,

Learning for Dynamics and Control

2020

11

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