Personalization of Health Interventions Using Cluster-Based Reinforcement Learning

Author:

Hassouni Ali el,Hoogendoorn Mark,van Otterlo Martijn,Barbaro Eduardo

Publisher

Springer International Publishing

Reference10 articles.

1. Berndt, D.J., Clifford, J.: Using dynamic time warping to find patterns in time series. In: Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining, pp. 359–370 (1994)

2. Hoogendoorn, M., Funk, B.: Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data. Springer, New York City (2017). https://doi.org/10.1007/978-3-319-66308-1

3. Kranzler, H.R., McKay, J.R.: Personalized treatment of alcohol dependence. Curr. Psychiatry Rep. 14(5), 486–493 (2012)

4. Lagoudakis, M.G., Parr, R.: Least-squares policy iteration. J. Mach. Learn. Res. 4(Dec), 1107–1149 (2003)

5. Lin, L.J.: Self-improving reactive agents based on reinforcement learning, planning and teaching. Mach. Learn. 8(3–4), 293–321 (1992)

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Personalization of Child-Robot Interaction Through Reinforcement Learning and User Classification;Lecture Notes in Computer Science;2024

2. Increasing Entropy to Boost Policy Gradient Performance on Personalization Tasks;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

3. Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal Nudging;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

4. Bias in Reinforcement Learning: A Review in Healthcare Applications;ACM Computing Surveys;2023-09-15

5. Simulated Contextual Bandits for Personalization Tasks from Recommendation Datasets;2022 IEEE International Conference on Data Mining Workshops (ICDMW);2022-11

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3