Search Results for author: Alexandra Moringen

Found 3 papers, 1 papers with code

Generating Piano Practice Policy with a Gaussian Process

1 code implementation7 Jun 2024 Alexandra Moringen, Elad Vromen, Helge Ritter, Jason Friedman

Because we each learn differently and there are many choices for possible piano practice tasks and methods, the set of practice modes should be dynamically adapted to the human learner, a process typically guided by a teacher.

Bayesian Optimization

Optimizing piano practice with a utility-based scaffold

no code implementations21 Jun 2021 Alexandra Moringen, Sören Rüttgers, Luisa Zintgraf, Jason Friedman, Helge Ritter

Ideally, a focus on a particular practice method should be made in a way to maximize the learner's progress in learning to play the piano.

Learning efficient haptic shape exploration with a rigid tactile sensor array

no code implementations20 Feb 2019 Sascha Fleer, Alexandra Moringen, Roberta L. Klatzky, Helge Ritter

In the present work, we connect recent advances in recurrent models of visual attention with previous insights about the organisation of human haptic search behavior, exploratory procedures and haptic glances for a novel architecture that learns a generative model of haptic exploration in a simulated three-dimensional environment.

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