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2020 – today
- 2023
[c8]Matthias Bitzer, Mona Meister, Christoph Zimmer:
Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems. AISTATS 2023: 7897-7912- [c7]Matthias Bitzer, Mona Meister, Christoph Zimmer:
Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels. UAI 2023: 184-194 - [i4]Matthias Bitzer, Mona Meister, Christoph Zimmer:
Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems. CoRR abs/2303.10022 (2023) - [i3]Matthias Bitzer, Mona Meister, Christoph Zimmer:
Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels. CoRR abs/2306.09819 (2023) - 2022
- [c6]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: 22-28 - [c5]Matthias Bitzer, Mona Meister, Christoph Zimmer:
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport. NeurIPS 2022 - [i2]Karl Kurzer, Matthias Bitzer, J. Marius Zöllner:
Learning Reward Models for Cooperative Trajectory Planning with Inverse Reinforcement Learning and Monte Carlo Tree Search. CoRR abs/2202.06443 (2022) - [i1]Matthias Bitzer, Mona Meister, Christoph Zimmer:
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport. CoRR abs/2210.11836 (2022) - 2020
- [j4]Matthias Bitzer, Martin Herrmann, Eckart Mayer-John:
System Co-Design (SCODE): methodology for the analysis of hybrid systems. Autom. 68(6): 488-499 (2020)
2010 – 2019
- 2019
- [j3]Matthias Bitzer, Martin Herrmann, Eckart Mayer-John:
System Co-Design (SCODE): Methodik zur Analyse hybrider Systeme. Autom. 67(9): 739-750 (2019) - [j2]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) - [c4]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: 779-784 - 2018
- [c3]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: 2935-2940 - 2012
- [c2]Philipp Kotman, Matthias Bitzer, Andreas Kugi:
Prioritization-based constrained trajectory planning for a nonlinear turbocharged air system with EGR. ACC 2012: 5712-5717 - 2010
- [c1]Philipp Kotman, Matthias Bitzer, Andreas Kugi:
Flatness-based Feedforward Control of a Two-stage Turbocharged Diesel Air System with EGR. CCA 2010: 979-984
2000 – 2009
- 2008
- [j1]Tobias Kreuzinger, Matthias Bitzer, Wolfgang Marquardt:
Beladungsregelung einer Brennwerttherme mit Schichtladespeicher (Control of a Heating System with Stratified Storage Tank). Autom. 56(8): 406-415 (2008)
Coauthor Index
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