Matthias Bitzer

According to our database, Matthias Bitzer authored at least 12 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels.

Matthias Bitzer, Mona Meister, Christoph Zimmer

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems.

Matthias Bitzer, Mona Meister, Christoph Zimmer

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport.

Matthias Bitzer, Mona Meister, Christoph Zimmer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Reward Models for Cooperative Trajectory Planning with Inverse Reinforcement Learning and Monte Carlo Tree Search.

Karl Kurzer, Matthias Bitzer, J. Marius Zöllner

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

2020

System Co-Design (SCODE): methodology for the analysis of hybrid systems.

Matthias Bitzer, Martin Herrmann, Eckart Mayer-John

Autom., 2020

2019

Constrained online trajectory planning for nonlinear flat SISO systems using a switched state variable filter.

Steffen Joos, Matthias Bitzer, Roland Karrelmeyer, Knut Graichen

Autom., 2019

System Co-Design (SCODE): Methodik zur Analyse hybrider Systeme.

Matthias Bitzer, Martin Herrmann, Eckart Mayer-John

Autom., 2019

Kinematic real-time trajectory planning with state and input constraints for the example of highly automated driving.

Steffen Joos, Roktim Bruder, Thomas Specker, Matthias Bitzer, Knut Graichen

Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

2018

Prioritization-based switched feedback control for linear SISO systems with time-varying state and input constraints.

Steffen Joos, Matthias Bitzer, Roland Karrelmeyer, Knut Graichen

Proceedings of the 16th European Control Conference, 2018

2012

Prioritization-based constrained trajectory planning for a nonlinear turbocharged air system with EGR.

Philipp Kotman, Matthias Bitzer, Andreas Kugi

Proceedings of the American Control Conference, 2012

2010

Flatness-based Feedforward Control of a Two-stage Turbocharged Diesel Air System with EGR.

Philipp Kotman, Matthias Bitzer, Andreas Kugi

Proceedings of the IEEE International Conference on Control Applications, 2010

2008

Beladungsregelung einer Brennwerttherme mit Schichtladespeicher (Control of a Heating System with Stratified Storage Tank).

Tobias Kreuzinger, Matthias Bitzer, Wolfgang Marquardt

Autom., 2008