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, Position 2 on adaptive policies, and both will work jointly to integrate the two approaches into a single RL algorithm. While the work is mainly methodological and theoretically focused, our Aalto robot lab
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support SIL/MIL simulation, and the resulting algorithm must run efficiently within the CPU constraints of an embedded system. The project is carried out in collaboration with Wärtsilä, which provides
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models of analog and RF circuits in Python Validate the developed models against circuit simulations and measurements Perform hardware-algorithm co-design for AI-driven 6G transmitters Publish and
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whole fleet can act as one Virtual Power Plant. Read more about the project and other participants here: https://aegis-dn.eu/ Your role: You will be working on “End-to-End Energy Modeling for
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Future robots must perceive, predict, communicate, and decide reliably in complex, human–robot shared environments. The Mobile Robotics ( https://www.aalto.fi/en/department-of-electrical-engineering
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, computational science, or closely related). Relevant coursework (examples): Computational physics/scientific computing and numerical methods for PDEs High‑performance computing (parallel distributed
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practices and standards for navigating AI-generated content, with a focus on transparent, open, and distributed academic solutions. The chance to work on methods that improve transparency and security
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shape the global reach of U.S. and Chinese cloud data centres. Review of International Political Economy. https://dx.doi.org/10.2139/ssrn.4670764 Kilpi, J., Kässi, O., and Lehdonvirta, V. (2025) Most
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facilities for experimental quantum physics, including the Low Temperature Laboratory ( https://www.aalto.fi/en/otanano/low-temperature-laboratory ), the Micronova cleanroom ( https://www.aalto.fi/en
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and well-organized Nordic society. For more information about living in Finland: https://www.aalto.fi/en/careers-at-aalto/living-in-finland & https://www.aalto.fi/en/services/welcome-to-aalto