Andreas Sedlmeier

According to our database, Andreas Sedlmeier authored at least 22 papers between 2011 and 2023.

Collaborative distances:

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

2023

Modellierung von Unsicherheit und Wahrnehmung für Lernende Systeme.

Andreas Sedlmeier

PhD thesis, 2023

2022

Capturing Dependencies Within Machine Learning via a Formal Process Model.

Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor

Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning, 2022

Quantifying Multimodality in World Models.

Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Visual Transformers for Primates Classification and Covid Detection.

Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Specification Aware Multi-Agent Reinforcement Learning.

Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien

Proceedings of the Agents and Artificial Intelligence - 13th International Conference, 2021

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning.

Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition.

Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

The scenario coevolution paradigm: adaptive quality assurance for adaptive systems.

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

Int. J. Softw. Tools Technol. Transf., 2020

Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms.

Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Policy Entropy for Out-of-Distribution Classification.

Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning.

Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Nash Equilibria in Multi-Agent Swarms.

Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Learning and Testing Resilience in Cooperative Multi-Agent Systems.

Thomy Phan, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt, Marc Zeller, Claudia Linnhoff-Popien

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Evolutionary Generation of Primitive-Based Mesh Abstractions.

Markus Friedrich, Felip Guimerà Cuevas, Andreas Sedlmeier, André Ebert

J. WSCG, 2019

Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning.

Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien

CoRR, 2019

Bayesian Surprise in Indoor Environments.

Sebastian Feld, Andreas Sedlmeier, Markus Friedrich, Jan Franz, Lenz Belzner

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Scenario co-evolution for reinforcement learning on a grid world smart factory domain.

Thomas Gabor, Andreas Sedlmeier, Marie Kiermeier, Thomy Phan, Marcel Henrich, Monika Pichlmair, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

Learning indoor space perception.

Andreas Sedlmeier, Sebastian Feld

J. Locat. Based Serv., 2018

Discovering and Learning Recurring Structures in Building Floor Plans.

Andreas Sedlmeier, Sebastian Feld

Proceedings of the Progress in Location Based Services 2018, 2018

Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm.

Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt

Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Distributed Systems, 2018

Trajectory annotation using sequences of spatial perception.

Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2011

Distributed group and rights management for mobile ad hoc networks.

Michael Dürr, Markus Duchon, Kevin Wiesner, Andreas Sedlmeier

Proceedings of the 4th Joint IFIP Wireless and Mobile Networking Conference, 2011