2 papers
cs.HC2025
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…
cs.LG2025
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…