Sebastian Mayer

According to our database, Sebastian Mayer authored at least 21 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems.

Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker

IEEE Trans. Knowl. Data Eng., 2023

Evolutionary Solution Adaption for Multi-Objective Metal Cutting Process Optimization.

Léo Françoso Dal Piccol Sotto, Sebastian Mayer, Hemanth Janarthanam, Alexander Butz, Jochen Garcke

CoRR, 2023

The Elements of Flexibility for Task-Performing Systems.

Sebastian Mayer, Léo Françoso Dal Piccol Sotto, Jochen Garcke

IEEE Access, 2023

2022

The pole balancing problem from the viewpoint of system flexibility.

Léo Françoso Dal Piccol Sotto, Sebastian Mayer, Jochen Garcke

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Modular production control using deep reinforcement learning: proximal policy optimization.

Sebastian Mayer, Tobias Classen, Christian Endisch

J. Intell. Manuf., 2021

The recovery of ridge functions on the hypercube suffers from the curse of dimensionality.

Benjamin Doerr, Sebastian Mayer

J. Complex., 2021

Decision Support by Interpretable Machine Learning in Acoustic Emission Based Cutting Tool Wear Prediction.

Arno Schmetz, Christopher Vahl, Zhen Zhen, Daniel Reibert, Sebastian Mayer, Daniel Zontar, Jochen Garcke, Christian Brecher

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2021

Modular Production Control with Multi-Agent Deep Q-Learning.

Dennis Gankin, Sebastian Mayer, Jonas Zinn, Birgit Vogel-Heuser, Christian Endisch

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020

Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions.

Laura von Rüden, Sebastian Mayer, Rafet Sifa, Christian Bauckhage, Jochen Garcke

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019

Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning.

Laura von Rüden, Sebastian Mayer, Jochen Garcke, Christian Bauckhage, Jannis Schücker

CoRR, 2019

Adaptive Production Control with Negotiating Agents in Modular Assembly Systems.

Sebastian Mayer, Dennis Gankin, Christian Arnet, Christian Endisch

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Standardized Framework for Evaluating Centralized and Decentralized Control Systems in Modular Assembly Systems.

Sebastian Mayer, Christian Arnet, Dennis Gankin, Christian Endisch

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Adaptive Production Control in a Modular Assembly System - Towards an Agent-based Approach.

Sebastian Mayer, Nikolas Höhme, Dennis Gankin, Christian Endisch

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Adaptive Production Control in a Modular Assembly System Based on Partial Look-Ahead Scheduling.

Sebastian Mayer, Christian Endisch

Proceedings of the IEEE International Conference on Mechatronics, 2019

2017

The impact of mobile Internet on mobile voice usage: A two-level analysis of mobile communications customers in a GCC country.

Torsten J. Gerpott, Sebastian Mayer, Gokhan Nas

Inf. Manag., 2017

Embedded Subscriber Identity Module eSIM.

Torsten J. Gerpott, Sebastian Mayer

Bus. Inf. Syst. Eng., 2017

2016

Counting Via Entropy: New Preasymptotics for the Approximation Numbers of Sobolev Embeddings.

Thomas Kühn, Sebastian Mayer, Tino Ullrich

SIAM J. Numer. Anal., 2016

2015

Entropy numbers of spheres in Banach and quasi-Banach spaces.

Aicke Hinrichs, Sebastian Mayer

J. Approx. Theory, 2015

2014

On weighted Hilbert spaces and integration of functions of infinitely many variables.

Michael Gnewuch, Sebastian Mayer, Klaus Ritter

J. Complex., 2014

2010

Calculation of Hilbert Borcherds Products.

Sebastian Mayer

Exp. Math., 2010

2003

Estimates in deterministic fate modelling of environmental chemicals.

Sebastian Walcher, Joachim Altschuh, Karl-Werner Schramm, Sebastian Mayer

Environ. Model. Softw., 2003