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The bare necessities: Adaptive assistance for wheelchair control

In assisted wheelchair navigation it is important to optimize help: an excess may lead to loss of residual skills, whereas a lack may lead to failure in completing a trajectory. Help needed depends on diagnosis, condition, task and environment. This dissertation presents a new approach to personalize assistance through learning. It has been successfully tested and validated at a rehabilitation hospital.