5 citations · 7 across the 4 of their papers we have counts for
4 papers · 1 filter
An Active Inference Model of Mouse Point-and-Click Behaviour
Markus Klar, Sebastian Stein, Fraser Paterson +2
We explore the use of Active Inference (AIF) as a computational user model for spatial pointing, a key problem in Human-Computer Interaction (HCI). We present an AIF agent with con…
Mind & Motion: Opportunities and Applications of Integrating Biomechanics and Cognitive Models in HCI
Arthur Fleig, Florian Fischer, Markus Klar +5
Computational models of how users perceive and act within a virtual or physical environment offer enormous potential for the understanding and design of user interactions. Cognitio…
Simulating Interaction Movements via Model Predictive Control
Markus Klar, Florian Fischer, Arthur Fleig +2
We present a method to simulate movement in interaction with computers, using Model Predictive Control (MPC). The method starts from understanding interaction from an Optimal Feedb…
An Optimal Control Model of Mouse Pointing Using the LQR
Florian Fischer, Arthur Fleig, Markus Klar +2
In this paper we explore the Linear-Quadratic Regulator (LQR) to model movement of the mouse pointer. We propose a model in which users are assumed to behave optimally with respect…