Toward a safe MLOps process for the continuous development and safety assurance of ML-based systems in the railway domain. - Zeller, Marc; Waschulzik, Thomas; Schmid, Reiner N.; Bahlmann, Claus (AI Ethics, 2024)

Towards a safe MLOps Process for the Continuous Development and Safety Assurance of ML-based Systems in the Railway Domain. - Zeller, Marc; Waschulzik, Thomas; Schmid, Reiner N.; Bahlmann, Claus (CoRR, 2023)

Capturing Dependencies Within Machine Learning via a Formal Process Model. - Ritz, Fabian; Phan, Thomy; Sedlmeier, Andreas; Altmann, Philipp; Wieghardt, Jan; Schmid, Reiner N.; Sauer, Horst; Klein, Cornel; Linnhoff-Popien, Claudia; Gabor, Thomas (2022)

Capturing Dependencies within Machine Learning via a Formal Process Model. - Ritz, Fabian; Phan, Thomy; Sedlmeier, Andreas; Altmann, Philipp; Wieghardt, Jan; Schmid, Reiner N.; Sauer, Horst; Klein, Cornel; Linnhoff-Popien, Claudia; Gabor, Thomas (CoRR, 2022)

Specification Aware Multi-Agent Reinforcement Learning. - Ritz, Fabian; Phan, Thomy; Müller, Robert; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner N.; Sauer, Horst; Klein, Cornel; Linnhoff-Popien, Claudia (2021)

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. - Ritz, Fabian; Phan, Thomy; Müller, Robert; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner N.; Sauer, Horst; Klein, Cornel; Linnhoff-Popien, Claudia (2021)

The scenario coevolution paradigm: adaptive quality assurance for adaptive systems. - Gabor, Thomas; Sedlmeier, Andreas; Phan, Thomy; Ritz, Fabian; Kiermeier, Marie; Belzner, Lenz; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner N.; Wieghardt, Jan; Zeller, Marc; et al. (Int. J. Softw. Tools Technol. Transf., 2020)

Learning and Testing Resilience in Cooperative Multi-Agent Systems. - Phan, Thomy; Gabor, Thomas; Sedlmeier, Andreas; Ritz, Fabian; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner N.; Wieghardt, Jan; Zeller, Marc; Linnhoff-Popien, Claudia (2020)

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. - Ritz, Fabian; Phan, Thomy; Müller, Robert; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner N.; Sauer, Horst; Klein, Cornel; Linnhoff-Popien, Claudia (CoRR, 2020)

Scenario co-evolution for reinforcement learning on a grid world smart factory domain. - Gabor, Thomas; Sedlmeier, Andreas; Kiermeier, Marie; Phan, Thomy; Henrich, Marcel; Pichlmair, Monika; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner N.; Wieghardt, Jan (2019)

Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. - Gabor, Thomas; Kiermeier, Marie; Sedlmeier, Andreas; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner N.; Wieghardt, Jan (CoRR, 2019)

Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. - Gabor, Thomas; Kiermeier, Marie; Sedlmeier, Andreas; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner N.; Wieghardt, Jan (2018)

Architecture for a Hard-Real-Time System Enabling Non-intrusive Tests. - Froehlich, Joachim; Schmid, Reiner N. (2014)

Eliminating Single Points of Failure in Software-Based Redundancy. - Ulbrich, Peter; Hoffmann, Martin; Kapitza, Rüdiger; Lohmann, Daniel; Schröder-Preikschat, Wolfgang; Schmid, Reiner N. (2012)

I4Copter: an adaptable and modular quadrotor platform. - Ulbrich, Peter; Kapitza, Rüdiger; Harkort, Christian; Schmid, Reiner N.; Schröder-Preikschat, Wolfgang (2011)

Achieving Dependable Component Bindings in Dynamic Adaptive Systems - A Runtime Testing Approach. - Niebuhr, Dirk; Rausch, Andreas; Klein, Cornel; Reichmann, Juergen; Schmid, Reiner N. (2009)

A Survey of Context Adaptation in Autonomic Computing. - Klein, Cornel; Schmid, Reiner N.; Leuxner, Christian; Sitou, Wassiou; Spanfelner, Bernd (2008)

Fuzzy-based Support for Service Composition in Mobile Ad Hoc Networks. - Prochart, Guenter; Weiss, Reinhold; Schmid, Reiner N.; Kaefer, Gerald (2007)

Component Model Design Space. - Kaefer, Gerald; Schmid, Reiner N. (2005)

Open Source in Industrial Contexts - A Living Paradox? - Niedermeier, Christoph; Schmid, Reiner N.; Seidel, Winfried (2004)

Active Networking based Service Infrastructure for Cellular WLANs. - Schmid, Reiner N.; Klein, Cornel; Becker, Thomas (2004)