3 papers
cs.HC2024
Label-Free Subjective Player Experience Modelling via Let's Play Videos
Dave Goel, Athar Mahmoudi-Nejad, Matthew Guzdial
Player Experience Modelling (PEM) is the study of AI techniques applied to modelling a player's experience within a video game. PEM development can be labour-intensive, requiring e…
cs.LG2024
Stress Detection from Photoplethysmography in a Virtual Reality Environment
Athar Mahmoudi-Nejad, Pierre Boulanger, Matthew Guzdial
Personalized virtual reality exposure therapy is a therapeutic practice that can adapt to an individual patient, leading to better health outcomes. Measuring a patient's mental sta…
cs.LG2021
Arachnophobia Exposure Therapy using Experience-driven Procedural Content Generation via Reinforcement Learning (EDPCGRL)
Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger
Personalized therapy, in which a therapeutic practice is adapted to an individual patient, leads to better health outcomes. Typically, this is accomplished by relying on a therapis…