Matthias Bitzer

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Trajectory Planning

Top Venues

Publications

Matthias Bitzer, Mona Meister, Christoph Zimmer
Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels. CoRR (2023)
Matthias Bitzer, Mona Meister, Christoph Zimmer
Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems. CoRR (2023)
Matthias Bitzer, Mona Meister, Christoph Zimmer
Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems. AISTATS (2023)
Matthias Bitzer, Mona Meister, Christoph Zimmer
Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels. UAI (2023)
Matthias Bitzer, Mona Meister, Christoph Zimmer
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport. NeurIPS (2022)
Karl Kurzer, Matthias Bitzer, J. Marius Zöllner
Learning Reward Models for Cooperative Trajectory Planning with Inverse Reinforcement Learning and Monte Carlo Tree Search. CoRR (2022)
Karl Kurzer, Matthias Bitzer, J. Marius Zöllner
Learning Reward Models for Cooperative Trajectory Planning with Inverse Reinforcement Learning and Monte Carlo Tree Search. IV (2022)
Matthias Bitzer, Mona Meister, Christoph Zimmer
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport. CoRR (2022)
Matthias Bitzer, Martin Herrmann, Eckart Mayer-John
System Co-Design (SCODE): methodology for the analysis of hybrid systems. Autom. 68 (6) (2020)
Steffen Joos, Matthias Bitzer, Roland Karrelmeyer, Knut Graichen
Constrained online trajectory planning for nonlinear flat SISO systems using a switched state variable filter. Autom. 110 (2019)
Steffen Joos, Roktim Bruder, Thomas Specker, Matthias Bitzer, Knut Graichen
Kinematic real-time trajectory planning with state and input constraints for the example of highly automated driving. ICSTCC (2019)
Matthias Bitzer, Martin Herrmann, Eckart Mayer-John
System Co-Design (SCODE): Methodik zur Analyse hybrider Systeme. Autom. 67 (9) (2019)
Steffen Joos, Matthias Bitzer, Roland Karrelmeyer, Knut Graichen
Prioritization-based switched feedback control for linear SISO systems with time-varying state and input constraints. ECC (2018)
Philipp Kotman, Matthias Bitzer, Andreas Kugi
Prioritization-based constrained trajectory planning for a nonlinear turbocharged air system with EGR. ACC (2012)
Philipp Kotman, Matthias Bitzer, Andreas Kugi
Flatness-based Feedforward Control of a Two-stage Turbocharged Diesel Air System with EGR. CCA (2010)
Tobias Kreuzinger, Matthias Bitzer, Wolfgang Marquardt
Beladungsregelung einer Brennwerttherme mit Schichtladespeicher (Control of a Heating System with Stratified Storage Tank). Autom. 56 (8) (2008)