22 citations · 35 across the 4 of their papers we have counts for
5 papers
Active Inference for Interaction-Mediated Control of a High-Dimensional Robotic Arm
Fraser C. Paterson, Sebastian Stein, Markus Klar +2
We propose interaction-mediated control via Active Inference as a general architectural approach to high-dimensional control problems in Human--Computer Interaction (HCI). This arc…
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…
Improving Controller Generalization with Dimensionless Markov Decision Processes
Valentin Charvet, Sebastian Stein, Roderick Murray-Smith
Controllers trained with Reinforcement Learning tend to be very specialized and thus generalize poorly when their testing environment differs from their training one. We propose a…
On node ranking in graphs
Ekaterina Dudkina, Michelangelo Bin, Jane Breen +9
The ranking of nodes in a network according to their ``importance'' is a classic problem that has attracted the interest of different scientific communities in the last decades. Th…
Kemeny-based testing for COVID-19
Serife Yilmaz, Ekaterina Dudkina, Michelangelo Bin +6
Testing, tracking and tracing abilities have been identified as pivotal in helping countries to safely reopen activities after the first wave of the COVID-19 virus. Contact tracing…