Petar Bevanda

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Kernel Regression

Dynamical Models

Macro Operators

Nadaraya Watson

Top Venues

IEEE Control. Syst. Lett.

Annu. Rev. Control.

Publications

Petar Bevanda, Nicolas Hoischen, Stefan Sosnowski, Sandra Hirche, Boris Houska
Data-Driven Optimal Feedback Laws via Kernel Mean Embeddings. CoRR (2024)
Petar Bevanda, Bas Driessen, Lucian-Cristian Iacob, Roland Tóth, Stefan Sosnowski, Sandra Hirche
Nonparametric Control-Koopman Operator Learning: Flexible and Scalable Models for Prediction and Control. CoRR (2024)
Petar Bevanda, Max Beier, Armin Lederer, Stefan Sosnowski, Eyke Hüllermeier, Sandra Hirche
Koopman Kernel Regression. NeurIPS (2023)
Petar Bevanda, Max Beier, Armin Lederer, Stefan Sosnowski, Eyke Hüllermeier, Sandra Hirche
Koopman Kernel Regression. CoRR (2023)
Petar Bevanda, Max Beier, Shahab Heshmati-Alamdari, Stefan Sosnowski, Sandra Hirche
Towards Data-driven LQR with KoopmanizingFlows. CoRR (2022)
Petar Bevanda, Max Beier, Sebastian Kerz, Armin Lederer, Stefan Sosnowski, Sandra Hirche
Diffeomorphically Learning Stable Koopman Operators. IEEE Control. Syst. Lett. 6 (2022)
Petar Bevanda, Johannes Kirmayr, Stefan Sosnowski, Sandra Hirche
Learning the Koopman Eigendecomposition: A Diffeomorphic Approach. ACC (2022)
Petar Bevanda, Max Beier, Sebastian Kerz, Armin Lederer, Stefan Sosnowski, Sandra Hirche
KoopmanizingFlows: Diffeomorphically Learning Stable Koopman Operators. CoRR (2021)
Petar Bevanda, Stefan Sosnowski, Sandra Hirche
Koopman Operator Dynamical Models: Learning, Analysis and Control. CoRR (2021)
Petar Bevanda, Johannes Kirmayr, Stefan Sosnowski, Sandra Hirche
Learning the Koopman Eigendecomposition: A Diffeomorphic Approach. CoRR (2021)
Petar Bevanda, Stefan Sosnowski, Sandra Hirche
Koopman operator dynamical models: Learning, analysis and control. Annu. Rev. Control. 52 (2021)