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PhD position in online/reinforcement learning for green computation scheduling @ University of Copenhagen

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Yevgeny Seldin

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Dec 12, 2024, 7:46:25 PM12/12/24
to ml-...@googlegroups.com, COLT (Computational Learning Theory), rl-...@googlegroups.com, uai-...@googlegroups.com, Yevgeny Seldin

I have a PhD position to design theoretically grounded online/reinforcement learning algorithms for carbon and cost aware scheduling of computational jobs to reduce CO2 emissions. The aim is to find ways to schedule computation at times of low carbon intensity of electricity supply, without relying on predictability of carbon intensity. (Due to presence of multiple independent consumers on the network, prediction of carbon intensity is impossible.)

Candidates are expected to have solid theoretical background and knowledge of online and reinforcement learning.

Supervisors: Yevgeny Seldin and Raghavendra Selvan.

Apply at https://di.ku.dk/english/about/vacancies/three-phd-fellowships-in-machine-learning/

When applying write down "Yevgeny Seldin" in the "Principal Supervisor" field.
(The project is not listed explicitly in the call, because the position was opened after the call for the other three PhD positions mentioned in the call was published, but all applications will be considered.)

Application deadline: 15 January 2025

Contact details for questions: Yevgeny Seldin <sel...@di.ku.dk>

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