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COOK3R SIM Reinforcement learning for product innovations

Empathic guidance in cooking through a cooking aid for people with dementia

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COOK3R SIM Reinforcement learning for product innovations

Empathic guidance in cooking through a cooking aid for people with dementia

Open access

Rechten:

Samenvatting

Many product innovations can benefit from being more adaptive to their environment. Learning adaptive behavior can be time sensitive and complex. For that purpose we created a simulation environment with a reinforcement learning component for developing simple adaptive products. The environment models a persona and a physical product and the reinforcement learning algorithm learns how the physical product should respond to the persona. The trained model can then be used in the software layer of the physical product to make it adaptive.

OrganisatieHAN University of Applied Sciences
AfdelingAcademie IT en Mediadesign
Lectoraten
LectoraatData & Knowledge Engineering
Datum2024-04-11
TypeConferentiebijdrage
TaalEngels

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