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Safe data-driven control for human-centric systems

Project description

Making the digital experience more human

It is important for advances in technology to support human activities and interactions in the areas of healthcare, mobility and infrastructure systems. For instance, making healthcare more human requires digital interfaces to allow for more human interactions with the system. This is the goal of human-centric systems in which the human is both an element of the control system and a design criterion. The EU-funded CO-MAN project will develop a framework for user-adaptive data-driven control with performance guarantees. The biggest challenge will be to merge probabilistic non-parametric modelling techniques from statistical learning theory with novel risk-aware control methodologies while including active user modelling. The game changer is the current push towards reliable machine learning with novel results on theoretical bounds for learning behaviour.

Call for proposal

ERC-2019-COG
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Host institution

TECHNISCHE UNIVERSITAET MUENCHEN
Address
Arcisstrasse 21
80333 Muenchen
Germany

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Activity type
Higher or Secondary Education Establishments
EU contribution
€ 1 999 975

Beneficiaries (1)

TECHNISCHE UNIVERSITAET MUENCHEN
Germany
EU contribution
€ 1 999 975
Address
Arcisstrasse 21
80333 Muenchen

See on map

Activity type
Higher or Secondary Education Establishments