Reiner N. Schmid

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 11

Top Topics

Adaptive Systems

Quality Assurance

Reinforcement Learning

Top Venues

ICAART (Revised Selected Papers)

Publications

Marc Zeller, Thomas Waschulzik, Reiner N. Schmid, Claus Bahlmann
Towards a safe MLOps Process for the Continuous Development and Safety Assurance of ML-based Systems in the Railway Domain. CoRR (2023)
Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor
Capturing Dependencies within Machine Learning via a Formal Process Model. CoRR (2022)
Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor
Capturing Dependencies Within Machine Learning via a Formal Process Model. ISoLA (3) (2022)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. ICAART (1) (2021)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
Specification Aware Multi-Agent Reinforcement Learning. ICAART (Revised Selected Papers) (2021)
Thomy Phan, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien
Learning and Testing Resilience in Cooperative Multi-Agent Systems. AAMAS (2020)
Thomas Gabor, Andreas Sedlmeier, Thomy Phan, Fabian Ritz, Marie Kiermeier, Lenz Belzner, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien
The scenario coevolution paradigm: adaptive quality assurance for adaptive systems. Int. J. Softw. Tools Technol. Transf. 22 (4) (2020)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. CoRR (2020)
Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. CoRR (2019)
Thomas Gabor, Andreas Sedlmeier, Marie Kiermeier, Thomy Phan, Marcel Henrich, Monika Pichlmair, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
Scenario co-evolution for reinforcement learning on a grid world smart factory domain. GECCO (2019)
Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt
Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. ISoLA (3) (2018)
Dirk Niebuhr, Andreas Rausch, Cornel Klein, Juergen Reichmann, Reiner N. Schmid
Achieving Dependable Component Bindings in Dynamic Adaptive Systems - A Runtime Testing Approach. SASO (2009)
Cornel Klein, Reiner N. Schmid, Christian Leuxner, Wassiou Sitou, Bernd Spanfelner
A Survey of Context Adaptation in Autonomic Computing. ICAS (2008)
Reiner N. Schmid, Cornel Klein, Thomas Becker
Active Networking based Service Infrastructure for Cellular WLANs. Wireless Information Systems (2004)