Kyrill Schmid, B.Sc.

Kyrill Schmid

Lehrstuhl für Mobile und Verteilte Systeme

Ludwig-Maximilians-Universität München, Institut für Informatik

Oettingenstraße 67
80538 München

Raum E105

Telefon: +49 89 / 2180-9259

Fax: +49 89 / 2180-9148

Mail: kyrill.schmid@ifi.lmu.de

Sprechstunden

Montags 10 – 12 Uhr
Donnerstags 15 – 17 Uhr

Zur Koordination bitte im Vorfeld per E-Mail Bescheid geben!

Studentenbetreuung

Als Studentenbetreuer von unserem Lehrstuhl biete ich neben den persönlichen Sprechzeiten (siehe oben) im Laufe des Semesters verschiedene Zusatzangebote an.

Forschungsgebiet

  • Artificial Intelligence
  • Automated Planning
  • Multiagent Systems
  • Risk, Safety & Uncertainty

Abschlussarbeiten

Bei generellem Interesse an einer Abschlussarbeit an unserem Lehrstuhl oder auch in meinen Themengebieten, gerne einfach eine E-Mail schicken und zu einem Gespräch vorbeikommen. Eigene Ideen für Abschlussarbeiten sind auch jederzeit willkommen!

Abgeschlossene Arbeiten

  • Deep Experience Planning
  • Arouse & Relax: Steuerung einer Lichtumgebung anhand von physiologischen Daten und Deep Reinforcement Learning
  • Untersuchung von Hybriden Reward Architekturen zur Reduzierung eines komplexen, industriellen Problems
  • DeepHR: Erkennung der Herzfrequenz aus Video-Daten mit Ende-zu-Ende Deep Learning
  • Klassifizierung der Dringlichkeit von Anfragen in sprachbasierter Mensch-Maschine-Interaktion mit Hilfe von Machine Learning
  • Klassifikation von Agenten in Sequentiellen Sozialen Dilemmas
  • Handelnde Agenten: Untersuchung des Ricardo Modells mit Deep Multi-Agent Reinforcement Learning

Publikationen

2019

  • T. Phan, K. Schmid, L. Belzner, T. Gabor, S. Feld, and C. Linnhoff-Popien, "Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies (Extended Abstract)," in 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), 2019.
    [BibTeX]
    @InProceedings{phan2019distributed,
    author = {Thomy Phan and Kyrill Schmid and Lenz Belzner and Thomas Gabor and Sebastian Feld and Claudia Linnhoff-Popien},
    title = {Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies (Extended Abstract)},
    booktitle = {18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019)},
    year = {2019},
    owner = {tphan},
    }
  • T. Phan, L. Belzner, M. Kiermeier, M. Friedrich, K. Schmid, and C. Linnhoff-Popien, "Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling," in 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), 2019.
    [BibTeX]
    @InProceedings{Phan2019,
    author = {Thomy Phan and Lenz Belzner and Marie Kiermeier and Markus Friedrich and Kyrill Schmid and Claudia Linnhoff-Popien},
    title = {Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling},
    booktitle = {33rd AAAI Conference on Artificial Intelligence (AAAI 2019)},
    year = {2019},
    __markedentry = {[gruttaue:]},
    owner = {tphan},
    }
  • T. Gabor, A. Sedlmeier, M. Kiermeier, T. Phan, M. Henrich, M. Picklmair, B. Kempter, C. Klein, H. Sauer, R. Schmid, and J. Wieghardt, "Scenario Co-Evolution for Reinforcement Learning on a GridWorld Smart Factory Domain," in Genetic and Evolutionary Computation Conference (GECCO), 2019.
    [BibTeX]
    @InProceedings{Gabor2019a,
    author = {Thomas Gabor and Andreas Sedlmeier and Marie Kiermeier and Thomy Phan and Marcel Henrich and Monika Picklmair and Bernhard Kempter and Cornel Klein and Horst Sauer and Reiner Schmid and Jan Wieghardt},
    title = {Scenario Co-Evolution for Reinforcement Learning on a GridWorld Smart Factory Domain},
    booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
    year = {2019},
    publisher = {ACM},
    __markedentry = {[gruttaue:6]},
    owner = {tgabor},
    }

2018

  • T. Phan, L. Belzner, T. Gabor, and K. Schmid, "Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation," in 17th Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), 2018, pp. 730-738.
    [BibTeX]
    @InProceedings{phan2018evade,
    author = {Phan, Thomy and Belzner, Lenz and Gabor, Thomas and Schmid, Kyrill},
    title = {Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation},
    booktitle = {17th Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018)},
    year = {2018},
    pages = {730--738},
    organization = {International Foundation for Autonomous Agents and Multiagent Systems},
    owner = {tphan},
    }
  • T. Gabor, M. Kiermeier, A. Sedlmeier, B. Kempter, C. Klein, H. Sauer, R. Schmid, and J. Wieghardt, "Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm," in International Symposium on Leveraging Applications of Formal Methods (ISoLA), 2018.
    [BibTeX]
    @inproceedings{gabor2018adapting,
    title={Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm},
    author={Thomas Gabor and Marie Kiermeier and Andreas Sedlmeier and Bernhard Kempter and Cornel Klein and Horst Sauer and Reiner Schmid and Jan Wieghardt},
    booktitle={International Symposium on Leveraging Applications of Formal Methods (ISoLA)},
    year={2018}
    }
  • L. Belzner, K. Schmid, T. Phan, T. Gabor, and M. Wirsing, "The Sharer's Dilemma in Collective Adaptive Systems of Self-Interested Agents," in International Symposium on Leveraging Applications of Formal Methods (ISoLA), 2018.
    [BibTeX]
    @inproceedings{belzner2018sharers,
    title={The Sharer's Dilemma in Collective Adaptive Systems of Self-Interested Agents},
    author={Lenz Belzner and Kyrill Schmid and Thomy Phan and Thomas Gabor and Martin Wirsing},
    booktitle={International Symposium on Leveraging Applications of Formal Methods (ISoLA)},
    year={2018}
    }
  • T. Gabor, L. Belzner, T. Phan, and K. Schmid, "Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms," in 15th IEEE International Conference on Autonomic Computing (ICAC), 2018.
    [BibTeX]
    @inproceedings{gabor2018preparing,
    author = {Thomas Gabor and Lenz Belzner and Thomy Phan and Kyrill Schmid},
    title = {Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms},
    booktitle = {15th IEEE International Conference on Autonomic Computing (ICAC)},
    year = {2018}
    }
  • K. Schmid, L. Belzner, M. Kiermeier, A. Neitz, T. Phan, T. Gabor, and C. Linnhoff, "Risk-Sensitivity in Simulation Based Online Planning," in Joint German/Austrian Conference on Artificial Intelligence (Künstliche Intelligenz), 2018, pp. 229-240.
    [BibTeX]
    @InProceedings{schmid2018risk,
    author = {Schmid, Kyrill and Belzner, Lenz and Kiermeier, Marie and Neitz, Alexander and Phan, Thomy and Gabor, Thomas and Linnhoff, Claudia},
    title = {Risk-Sensitivity in Simulation Based Online Planning},
    booktitle = {Joint German/Austrian Conference on Artificial Intelligence (K{\"u}nstliche Intelligenz)},
    year = {2018},
    pages = {229--240},
    organization = {Springer},
    }
  • K. Schmid, L. Belzner, T. Gabor, and T. Phan, "Action Markets in Deep Multi-Agent Reinforcement Learning," in Artificial Neural Networks and Machine Learning (ICANN 2018), Cham, 2018, pp. 240-249.
    [BibTeX]
    @InProceedings{10.1007/978-3-030-01421-6_24,
    author = {Schmid, Kyrill and Belzner, Lenz and Gabor, Thomas and Phan, Thomy},
    title = {Action Markets in Deep Multi-Agent Reinforcement Learning},
    booktitle = {Artificial Neural Networks and Machine Learning (ICANN 2018)},
    year = {2018},
    editor = {K{\r{u}}rkov{\'a}, V{\v{e}}ra and Manolopoulos, Yannis and Hammer, Barbara and Iliadis, Lazaros and Maglogiannis, Ilias},
    pages = {240--249},
    address = {Cham},
    publisher = {Springer International Publishing},
    }
  • M. Friedrich and K. Schmid, "A Virtual Reality Multi-Sensor 3d Reconstruction System," in 17. GI/ITG KuVS Fachgespräch Sensornetze, 2018.
    [BibTeX]
    @InProceedings{friedrich2018vr-rec,
    Title = {A Virtual Reality Multi-Sensor 3d Reconstruction System},
    Author = {Friedrich, Markus and Schmid, Kyrill},
    Booktitle = {17. GI/ITG KuVS Fachgespräch Sensornetze},
    Year = {2018},
    }

2017

  • A. Ebert, K. Schmid, C. Marouane, and C. Linnhoff-Popien, "Automated Recognition and Difficulty Assessment of Boulder Routes," in 4th EAI Conference on IoT Technologies for Healthcare (HealthyIoT 2017), 2017.
    [BibTeX]
    @InProceedings{ebert2017boulder,
    author = {Ebert, Andre and Schmid, Kyrill and Marouane, Chadly and Linnhoff-Popien, Claudia},
    title = {{Automated Recognition and Difficulty Assessment of Boulder Routes}},
    booktitle = {4th EAI Conference on IoT Technologies for Healthcare (HealthyIoT 2017)},
    year = {2017},
    organization = {Springer},
    }