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Nele Albers
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Addressing people’s current and future states in a reinforcement learning algorithm for persuading to quit smoking and to be physically active
N Albers, MA Neerincx, WP Brinkman
Plos one 17 (12), e0277295, 2022
162022
Setting physical activity goals with a virtual coach: vicarious experiences, personalization and acceptance
N Albers, B Hizli, BL Scheltinga, E Meijer, WP Brinkman
Journal of medical systems 47 (1), 15, 2023
112023
Persuading to prepare for quitting smoking with a virtual coach: using states and user characteristics to predict behavior
N Albers, MA Neerincx, WP Brinkman
arXiv preprint arXiv:2304.02264, 2023
42023
Reinforcement learning-based persuasion by a conversational agent for behavior change
N Albers, MA Neerincx, WP Brinkman
33rd Benelux Conference on Artificial Intelligence and30th Belgian-Dutch …, 2021
42021
Users’ needs for a digital smoking cessation application and how to address them: A mixed-methods study
N Albers, MA Neerincx, KM Penfornis, WP Brinkman
PeerJ 10, e13824, 2022
32022
Perfect Fit: een identiteitsgebaseerde virtuele coach die ondersteunt bij stoppen met roken en meer bewegen
E Meijer, K Penfornis, N Albers, B Scheltinga, D Atsma, N Chavannes, ...
Nederlands Netwerk voor Tabaksonderzoek (NNvT) Congress, 2021
32021
Feasibility of generating structured motivational messages for tailored physical activity coaching
RP Ghantasala, N Albers, KM Penfornis, MHM van Vliet, WP Brinkman
Frontiers in Digital Health 5, 1215187, 2023
22023
Using Bisimulation Metrics to Analyze and Evaluate Latent State Representations
N Albers, MS de Castro, FA Oliehoek
33rd Benelux Conference on Artificial Intelligence and30th Belgian-Dutch …, 2021
22021
Reusable virtual coach for smoking cessation and physical activity coaching
W Baccinelli, S Van Der Burg, R Richardson, D Smits, C Geng, L Ridder, ...
Proceedings of the 22nd ACM International Conference on Intelligent Virtual …, 2022
12022
Adaptive Data-Driven Persuasive Communication for a Conversational Agent to Support Behavior Change
N Albers, WP Brinkman, MA Neerincx
Doctoral Consortium of the ACM International Conference on Intelligent …, 2021
12021
Learning what to attend to: Using bisimulation metrics to explore and improve upon what a deep reinforcement learning agent learns
N Albers, MS de Castro, FA Oliehoek
BNAIC/BENELEARN 2020, 2020
12020
Collaboratively Setting Daily Step Goals with a Virtual Coach: Using Reinforcement Learning to Personalize Initial Proposals
M Dierikx, N Albers, BL Scheltinga, WP Brinkman
International Conference on Persuasive Technology, 100-115, 2024
2024
Workshop on Algorithmic Behavior Change Support
N Albers, A Abdulrahman, D Richards, C Figueroa, B Chakraborty, ...
CEUR Workshop Proceedings 3728, 1-7, 2024
2024
Algorithmic Support for Health Behavior Change: A Scoping Review Protocol
D Heijbroek, N Albers, WP Brinkman
CEUR Workshop Proceedings 3728, 37-41, 2024
2024
Effectiveness of User States, Demographics and Traits in Persuading to Quit Smoking
N Albers, MA Neerincx, WP Brinkman
BNAIC/BeNeLearn 2023, 2023
2023
Attitudes Toward a Virtual Smoking Cessation Coach: Relationship and Willingness to Continue
N Albers, MA Neerincx, NL Aretz, M Ali, A Ekinci, WP Brinkman
International Conference on Persuasive Technology, 265-274, 2023
2023
Lessons learnt in developing a virtual coach for smoking cessation and physical activity promotion
KM Penfornis, M van Vliet, E Meijer, A Versluis, N Albers, B Scheltinga, ...
37th Annual Conference of the European Health Psychology Society, 2023
2023
Perfect Fit: Identiteitsgebaseerde virtuele coach die ondersteunt bij stoppen met roken en meer bewegen-Ontwikkeling en geleerde lessen
A Versluis, KM Penfornis, M van Vliet, N Albers, B Scheltinga, ...
NNvT Congres 2023, 2023
2023
Using a Virtual Coach to Quit Smoking: 14 Themes for User Needs
N Albers, MA Neerincx, KM Penfornis, WP Brinkman
34th Benelux Conference on Artificial Intelligence (BNAIC) and the 30th …, 2022
2022
Experience Familiarity of Personalized Environments and Virtual Interface Usability in Virtual Reality
A Antoniades, N Albers
OSF, 2021
2021
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Articles 1–20