Can I read Cognitive Modelling: From GOMS to Deep Reinforcement Learning on EtoBox?

Cognitive Modelling: From GOMS to Deep Reinforcement Learning by Jussi P. P. Jokinen; Antti Oulasvirta; Andrew Howes is a scholarly article available to read on EtoBox.

What is Cognitive Modelling: From GOMS to Deep Reinforcement Learning about?

This course introduces computational cognitive modeling for researchers and practitioners in the field of HCI. Cognitive models use computer programs to model how users perceive, think, and act in human-computer interaction. They offer a powerful approach for understanding interactive tasks and improving user interfaces. This course starts with a review of classic architecture based models such as GOMS and ACT-R. It then rapidly progresses to introducing modern modelling approaches powered by machine learning methods, in particular deep learning, reinforcement learning (RL), and deep RL. The course is built around hands-on Python programming using notebooks. CCS CONCEPTS • Human-centered computing → HCI theory, concepts and models.

Author

Jussi P. P. Jokinen; Antti Oulasvirta; Andrew Howes

Publisher

ACM

Published

2022

Language

EN