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Study Project: Emergent behaviors in a multi-agent system with reinforcement learning (Part III)
8.3578
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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): Mi. 14:00 - 17:00 (13x),
50/E07: Mi. 17:00 - 19:00 (14x)
Zeiten: Mi. 14:00 - 17:00 (wöchentlich),
Mi. 17:00 - 19:00 (wöchentlich)
Erster Termin: Mittwoch, 18.10.2023 17:00 - 19:00, Ort: 50/E07
Veranstaltungsart: Studienprojekt (Offizielle Lehrveranstaltungen)
Studienbereiche
- Cognitive Science > Master-Programm
Past and Forthcoming Events
- Bernoulli-ims 11th World Congress in Probability and Statistics, Bochum, August 12-16, 2024
- Workshop on Stein's Method and Networks, Oxford, June 20-21, 2024
- Spatial Stochastics in High Dimensions, Osnabrück, May 2-3, 2024
- SPP2265-Meeting on Stochastic Geometry and Point Processes, Münster University, 15.11.2023
- DMV meeting 2023, TU Ilmenau, 25.-28.09.2023
- Workshop Random Graphs 2023, TU Dortmund, 04.-08.09.2023
- 43rd conference on Stochastic Processses and their Applications, in Lisbon, 24.-28.7.2023
- UK Easter Probability Meeting, Stochastic modelling of complex systems, The Univesity of Manchester, 27.-31.3.2023
- BOS Workshop on Stochastic Geometry, Osnabrück, 22.-24.2.2023
- Stochastic Geometry Workshop, Osnabrück, 23-25.11.2022
- Workshop Recent Trends in Spatial Stochastic Processes, Eurandom Eindhoven, 03.-07.10.2022
- SPP Workshop Limit theorems for spatial random structures, Ruhr-Universität Bochum, 07.09.-09-09.2022
- Stein’s Method: The Golden Anniversary, IMS Program Singapore, 13.06.–08.07.2022
- SPP Random Geometric Systems First Annual Conference, 11.04-14.04 2022
- Stochastiktage Mannheim, 27.09.-01.10.2021
- First Meeting of the Israel Mathematical Union and the German Mathematical Society, 8-10 March 2021, cancelled due to Coronavirus
- UK Easter Probability Meeting, 30 March to 3 April 2020, cancelled due to Coronavirus
- Dresdener Stochastik-Tage 24. to 27.03.2020, cancelled due to Coronavirus
- Final Workshop Cumulants, Concentration and Superconcentration, September 30 to October 2nd, 2019
- SIAM in Bern, 07.2019
- Symposium in memory of Charles Stein [1920-2016]
- Women in probability, 31.05. to 01.06.2019
- Fourth Workshop Cumulants, Concentration and Superconcentration, January 10 and 11, 2019
- Third Workshop Cumulants, Concentration and Superconcentration, April 5 and 6, 2018
- Workshop on Algebraic Methods in Statistics, 30.11. to 02.12. 2017
- Second Workshop Cumulants, Concentration and Superconcentration, June 26 and 27, 2017
- Opening Workshop Cumulants, Concentration and Superconcentration, December 6 to 8, 2016
- Conference on Combinatorial Structures in Geometry
- Organisation of the workshop Algebraic and Stochastic Aspects of Graph Theory
- Talk at Junior Female Researchers in Probability in Berlin, October 22 and 23, 2015
- Talk at Satellite workshop Recent Trends in Stochastic Analysis and Related Topics at Univ. Hamburg, September 20 and 21, 2015
- Local Organisation of the 18th Workshop on Stochastic Geometry, Stereology and Image Analysis"18th Workshop on Stochastic Geometry, Stereology and Image Analysis"
- Probabilistic and Geometric Facets of High Dimensions Organisation of the Mini-Workshop at Ruhr-Universität Bochum, October 9 and 10, 2014.
- Organisation of the DMV-Studierendenkonferenz 2014. Weitere Informationen
- Project "Mathematik be-greifen" in the Alfried Krupp-Schülerlabor at RUB, 2006-2013.
- Organisation of the IRTG Berlin-Zürich summer school "stochastic models of complex processes" and the Spring meeting Beijing/Bielefeld - Berlin/Zurich 2011
- Organisation of the DMV-Studierendenkonferenz 2009. Weitere Informationen
Publications
- Asymptotics of a time-bounded cylinder model, with N. Aschenbruck and S. Bussmann, Probability in the Engineering and Informational Sciences, https://doi.org/10.1017/S0269964822000420
- The method of cumulants for the normal approximation, with S. Jansen and K. Schubert, Probability Surveys 2022, Vol. 19, 185-270, https://doi.org/10.1214/22-PS7
- Sedentary Random Waypoint, with C. Betken, arXiv:2009.02941
- The Impact of Bit Errors on Intra-Session Network Coding with Heterogeneous Packet Lengths, with B. Schütz, N. Aschenbruck, S. Bussmann and M. Juhnke-Kubitzke, Proc. of the 45th IEEE LCN Symposium on Emerging Topics in Networking LCN, virtually hosted in Sydney, Australia, Nov. 16–19, 2020.
- Stationarity for the Small World in Motion Mobility Model, with Nils Aschenbruck, Christian Heiden und Matthias Schwamborn, MSWIM '19: Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Nov 25-29, 2019, https://doi.org/10.1145/3345768.3355935
- Crossing Numbers and Stress of Random Graphs, with Markus Chimani and Matthias Reitzner, In Proceedings 26th International Symposium, GD 2018, Barcelona, Spain, 255--268, 2018 available here and for an extended journal version here: https://arxiv.org/abs/1808.07558
- Fluctuations in a general preferential attachment model via Stein's method, with Carina Betken and Marcel Ortgiese, Random Structures & algorithms, vol.55, no.4, 2019 available here
- Connection times in large ad-hoc mobile networks, Bernoulli, vol.22, no.4, 2143--2176, 2016 available here
with Gabriel Faraud, Wolfgang König - The random disc thrower problem, Proceedings of the 90th European Study Group Mathematics with Industry, 59-78, 2013 available here with T. van der Aalst, D. Denteneer, M. Hong Duong, R. J. Kang, M. Keane, J. Kool, I. Kryven, T. Meyfroyt, T. Müller, G. Regts, J. Tomczyk
- Edge fluctuations of eigenvalues of Wigner matrices, High Dimensional Probability VI: the Banff volume, Progress in Probability, vol.66, 261-275, Springer, Basel, 2013 available here
with Peter Eichelsbacher - Moderate deviations for the determinant of Wigner matrices, Dedicated to Friedrich Götze on the occasion of his sixtieth birthday, Limit Theorems in Probability, Statistics and Number Theory, Springer Proceedings in Mathematics & Statistics, vol.42, 253-275, 2013, available here
with Peter Eichelsbacher - Moderate deviations for the eigenvalue counting function of Wigner matrices, ALEA, Lat. Am. J. Probab. Math. Stat. 10 (1), 27-44, 2013, available here
with Peter Eichelsbacher - Moderate deviations via cumulants, Journal of Theor. Probability, 2012, available here
with Peter Eichelsbacher - Moments of recurrence times for Markov chains, Electronic Comm. Probab., 16(28), 296-303, 2011, available here
with Frank Aurzada, Marcel Ortgiese, Michael Scheutzow - Moderate deviations in a random graph and for the spectrum of Bernoulli random matrices, Electronic Journal of Probability, Vol. 14, Paper no. 92, 2636-2656, 2009, available here
with Peter Eichelsbacher - Perpendicular transport of charged particles in slab turbulence: recovery of diffusion for realistic wave-spectra?, Journal of Physics G: Nuclear and Particle Physics, 35, 025202, 2008
with Andreas Shalchi - Velocity correlation functions of charged test particles, Journal of Physics G: Nuclear and Particle Physics, 34, 859, 2007
with Andreas Shalchi