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Ayberk Özgür Doctoral Student Other, EPFL Funding: Matching funds ayberk.ozgur@epfl.ch +41 21 693 29 83

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Online Modulation of the Level of Assistance in Shared Control Systems

  • Authors: Carlson, Tom; Leeb, Robert; Chavarriaga, Ricardo; Millán, José del R.

In this paper we propose a method to modulate the level of assistance provided by a shared controller, not only given the environmental context, but also according to the context of the user’s current behaviour. We show that the enhanced situational context can be adequately captured by using online performance metrics (such as those more usually found in the evaluation of shared control systems). The resultant controller not only allows the user to perform better in the primary task (like many shared control systems), but has also has increased the level of user acceptance, due to the personalised dynamics of the control policy.

Posted on: August 15, 2012