University of Twente Student Theses
User-based Tailoring with Reinforcement Learning for an mHealth, COPD-focused Intervention for Increasing Physical Activity
Straková, S. (2023) User-based Tailoring with Reinforcement Learning for an mHealth, COPD-focused Intervention for Increasing Physical Activity.
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| Full Text Status: | Access to this publication is restricted |
| Embargo date: | 1 September 2024 |
| Abstract: | This thesis builds upon previous work that developed a platform for personalised coaching of patients with (multiple) chronic diseases. The main goal of the thesis is the development of a reinforcement learning-based algorithm that integrates behaviour change techniques and tailors the content and timing of the provided coaching on an individual basis, with the aim to increase physical activity in people with Chronic Obstructive Pulmonary Disease (COPD). |
| Item Type: | Essay (Master) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 50 technical science in general, 54 computer science, 70 social sciences in general, 77 psychology |
| Programme: | Interaction Technology MSc (60030) |
| Link to this item: | https://purl.utwente.nl/essays/96887 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
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