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Study Project: Emergent behaviors in a multi-agent system with reinforcement learning (Part IV)
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Beschreibung
In this study project, the group will work together to further develop a multi-agent system. The multi-agent system simulates a microcosm of simple artificial organisms (agents) in a puzzle-foraging scenario, trained with reinforcement learning. We make use of DeepMind’s MuJoCo physics engine to investigate emergent properties and dynamics between populations of agents, e.g. language, cooperation, and strategies.
Note: This course can be attended by students starting new with their 1st part of a 2-semester study project in SS23, and students continuing their study project course from the previous semester. There is also a separate 1-semester interdisciplinary seminar accompanying the study project. Due to the high demand for last semester’s study project with the same topic, new students will be given the chance to join the current project group with the same topic for another two semesters. Prerequisites are competence in programming and either basic experience with simulation frameworks such as Unity or MuJoCo or basic knowledge of ML / RL. However, please note that due to the high demand, only a limited amount of new students can be admitted.
We have received a high volume of interest in this project and to that end, we are compelled to conduct a selection process to provide a meaningful organization and supervision for all participants. As part of the selection process, we will be requesting applicants to submit a brief essay that introduces themselves and their motivation for participating in the project. This will help us to better understand each candidate and determine the best fit for the program. More information on that will be announced around two weeks before the course starts. While I cannot guarantee your acceptance into the study project at this time, I encourage you to apply with regard to the course prerequisites.
Weitere Angaben
Ort: (50/403)
Zeiten: Di. 14:00 - 17:00 (wöchentlich),
Mi. 16:30 - 18:30 (wöchentlich)
Erster Termin: Mittwoch, 03.04.2024 16:30 - 18:30, Ort: (50/403)
Veranstaltungsart: Studienprojekt (Offizielle Lehrveranstaltungen)
Studienbereiche
- Cognitive Science > Master-Programm
- Human Sciences (e.g. Cognitive Science, Psychology)
Research Areas:
Algebraic geometry 14-XX
K-theory 19-XX
Algebraic topology 55-XX
Publications:
- Cellularity of hermitian K-theory and Witt-theory (with Markus Spitzweck and Paul Arne Østvær)
- On the η-inverted sphere. K-Theory-Proceedings of the International Colloquium
- Gigantic random simplicial complexes Link (with Jens Grygierek, Martina Juhnke-Kubitzke, Matthias Reitzner and Tim Römer)
- On very effective hermitian K-theory Link (with Alexey Ananyevskiy and Paul Arne Østvær)
- The first stable homotopy groups of motivic spheres DOI (with Markus Spitzweck and Paul Arne Østvær)
- Vanishing in stable motivic homotopy sheaves (with Kyle Ormsby and Paul Arne Østvær) Link
- The multiplicative structure on the graded slices of hermitian K-theory and Witt-theory (with Paul Arne Østvær) Link
- Slices of hermitian K–theory and Milnor's conjecture on quadratic forms (with Paul Arne Østvær) Link
- Calculus of functors and model categories, II (with Georg Biedermann) Link
- The Arone-Goodwillie spectral sequence for Σ∞Ωn and topological realization at odd primes (with Sebastian Buescher, Fabian Hebestreit und Manfred Stelzer) Link
- Motivic slices and coloured operads (with Javier Gutierrez, Markus Spitzweck and Paul Arne Østvær) Link
- Motivic strict ring models for K-theory (with Markus Spitzweck and Paul Arne Østvær) PDF
- Theta characteristics and stable homotopy types of curves DOI
- A universality theorem for Voevodsky's algebraic cobordism spectrum (with Ivan Panin and Konstantin Pimenov) Link
- On the relation of Voevodsky's algebraic cobordism to Quillen's K-theory DOI (with Ivan Panin and Konstantin Pimenov)
- On Voevodsky's algebraic K-theory spectrum BGL (with Ivan Panin and Konstantin Pimenov)
- Rigidity in motivic homotopy theory DOI (with Paul Arne Østvær)
- Calculus of functors and model categories DOI (with Georg Biedermann and Boris Chorny)
- Motivic Homotopy Theory Link (with B.I.Dundas, M.Levine, P.A.Østvær and V.Voevodsky)
- Motives and modules over motivic cohomology Link (with Paul Arne Østvær)
- Modules over motivic cohomology DOI (with Paul Arne Østvær)
- Enriched functors and stable homotopy theory Link (with Bjørn Ian Dundas and Paul Arne Østvær)
- Motivic functors Link (with Bjørn Ian Dundas and Paul Arne Østvær)
Preprints and Talks:
Projekte
- DFG-Sachbeihilfe "Algebraic bordism spectra: Computations, filtrations, applications" (DFG-RSF-Antrag mit Alexey Ananyevskiy)
- DFG-Sachbeihilfe "Applying motivic filtrations" (mit Marc Levine und Markus Spitzweck) im DFG Schwerpunktprogramm 1786
- DFG-Sachbeihilfe "Operads in algebraic geometry and their realizations" (mit Jens Hornbostel,
Markus Spitzweck und Manfred Stelzer) im DFG Schwerpunktprogramm 1786 - DFG Sachbeihilfe ``Operad structures in motivic homotopy theory'' im DFG Schwerpunktprogramm 1786 ``Homotopy theory and algebraic geometry'' (mit Markus Spitzweck)
- DFG Sachbeihilfe ``Motivic filtrations over Dedekind domains'' im DFG Schwerpunktprogramm 1786 ``Homotopy theory and algebraic geometry'' (mit Marc Levine und Markus Spitzweck)
- DFG Graduiertenkolleg 1916 ``Combinatorial structures in geometry''
- DFG Sachbeihilfe ``Goodwillie towers, realizations, and En-structures''
- Graduiertenkolleg ``Combinatorial structures in algebra and topology'' (mit H. Brenner, W. Bruns, T. Römer und R. Vogt)
- DFG Sachbeihilfe ``Combinatorial structures in algebra and topology'' (mit H. Brenner, W. Bruns, T. Römer und R. Vogt)
Supervision
PhD
Philip Herrmann: Stable equivariant motivic homotopy theory and motivic Borel cohomology, 2012
Florian Strunk: On motivic spherical bundles, 2013
Master/Diplom
Markus Severitt: Motivic Homotopy Types of Projective Curves, 2006 PDF
Philip Herrmann: Ein Modell für die motivische Homotopiekategorie, 2009
Florian Strunk: Ein Modell für motivische Kohomologie, 2009
Sebastian Büscher: Anwendung der F2-kohomologischen Goodwillie-Spektralsequenz für iterierte Schleifenraeume, 2010
Fabian Hebestreit: On topological realization at odd primes, 2010
Katharina Lorenz: Darstellung unterschiedlicher mathematischer Rekonstruktionen von Größen, 2012
Jana Brickwedde: Fehlvorstellungen zum Grenzwertbegriff, 2015
Lena-Christin Müller: Penrose-Parkettierungen und ihre Eigenschaften, 2015
Larissa Bauland: Der Satz von Seifert-van Kampen und einige seiner Anwendungen, 2018
Nikolaus Krause: Eine algebraische Einfuehrung in die Milnor-Witt K-Theorie, 2019
Bachelor
Ein Spezialfall des letzten Satzes von Fermat, 2010
Transzendente Zahlen, 2010
Zur Gruppe des Rubik-Wuerfels, 2011
Einige Betrachtungen zum letzten Satz von Fermat, 2012
Die Involution auf algebraischer K-Theorie, 2012
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Platonische und Archimedische Körper, 2012
Klassifikation regulärer Polyeder, 2013
Grundbegriffe der Trigonometrie und ihrer Umsetzung in der gymnasialen Sekundarstufe I, 2014
Die Riemann’sche Zetafunktion und der Primzahlsatz, 2014
Konstruktion der klassischen Zahlbereiche, 2014
Eigenschaften und spezielle Werte der Riemann'schen Zetafunktion, 2015
Das quadratische Reziprozitätsgesetz und dessen Bedeutung in der Kryptographie, 2015
Graphen färben, 2015
Klassifikation und Visualisierung von Koniken, 2016
Konstruktion von Polygonen mit einem einzigen Schnitt, 2016
Parkettierungen der Ebene durch kongruente konvexe Fuenfecke, 2019
Die klassischen Hopf-Faserbuendel und einige ihrer Eigenschaften, 2019
Einige Anmerkungen mathematischer und historischer Natur zu Fermats Letztem Satz, 2019