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ORCIDReiner N. Schmid
- > Home > Persons > Reiner N. Schmid
Publications
- 2024
[j2]Marc Zeller, Thomas Waschulzik, Reiner N. Schmid, Claus Bahlmann:
Toward a safe MLOps process for the continuous development and safety assurance of ML-based systems in the railway domain. AI Ethics 4(1): 123-130 (2024)- 2023
- [i4]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 abs/2307.02867 (2023) - 2022
- [c15]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: 249-265 - [i3]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 abs/2208.05219 (2022) - 2021
- [c14]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: 3-21 - [c13]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: 28-37 - 2020
- [j1]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): 457-476 (2020) - [c12]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: 1055-1063 - [i2]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 abs/2012.07949 (2020) - 2019
- [c11]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: 898-906 - [i1]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 abs/1902.04694 (2019) - 2018
- [c10]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: 137-154 - 2009
- [c6]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: 186-197 - 2008
- [c5]Cornel Klein, Reiner N. Schmid, Christian Leuxner, Wassiou Sitou, Bernd Spanfelner:
A Survey of Context Adaptation in Autonomic Computing. ICAS 2008: 106-111 - 2007
- [c4]Guenter Prochart, Reinhold Weiss, Reiner N. Schmid, Gerald Kaefer:
Fuzzy-based Support for Service Composition in Mobile Ad Hoc Networks. ICPS 2007: 379-384 - 2005
- [c3]Gerald Kaefer, Reiner N. Schmid:
Component Model Design Space. IASTED PDCS 2005: 145-150 - 2004
- [c1]Reiner N. Schmid, Cornel Klein, Thomas Becker:
Active Networking based Service Infrastructure for Cellular WLANs. Wireless Information Systems 2004: 134-141
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