225 citations · 234 across the 7 of their papers we have counts for
3 papers · 1 filter
Active Inference and Human--Computer Interaction
Roderick Murray-Smith, John H. Williamson, Sebastian Stein
Active Inference is a closed-loop computational theoretical basis for understanding behaviour, based on agents with internal probabilistic generative models that encode their belie…
Forward and Inverse models in HCI:Physical simulation and deep learning for inferring 3D finger pose
Roderick Murray-Smith, John H. Williamson, Andrew Ramsay +3
We outline the role of forward and inverse modelling approaches in the design of human--computer interaction systems. Causal, forward models tend to be easier to specify and simula…
Intermittent control as a model of mouse movements
J. Alberto Álvarez Martín, Henrik Gollee, Jörg Müller +1
We present Intermittent Control (IC) models as a candidate framework for modelling human input movements in Human--Computer Interaction (HCI). IC differs from continuous control in…