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This paper is in the following e-collection/theme issue:

Foundation Models and Their Applications in AI (126) Reviews in AI (211) Generative Language Models Including ChatGPT (1646) Applications of AI (1101)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80123, first published .
Man with pencil in hair reviews fitness plan on clipboard, laptop, and yoga ball

Large Language Model–Based Agents for Physical Activity and Cognitive Training: Scoping Review

Large Language Model–Based Agents for Physical Activity and Cognitive Training: Scoping Review

Authors of this article:

Alessandro Silacci1, 2 Author Orcid Image ;   Benedetta Giachetti3, 4 Author Orcid Image ;   Leonardo Angelini2, 3 Author Orcid Image ;   Nicola Francesco Lopomo5 Author Orcid Image ;   Giuseppe Andreoni5, 6 Author Orcid Image ;   Elena Mugellini3 Author Orcid Image ;   Mauro Cherubini1 Author Orcid Image ;   Maurizio Caon2 Author Orcid Image
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Journals

  1. Silacci A, Boldi A, Caon M, Rapp A. Large language models for promoting physical activity: a review of experiential and behavioral outcomes, social roles, and human-likeness in persuasive LLMs. Frontiers in Digital Health 2026;8 View

Conference Proceedings

  1. Giachetti B, Medde S, Angelini L, Cudré-Mauroux P, Mugellini E. Proceedings of the 28th International Conference on Mobile Human-Computer Interaction. An LLM-Based Mobile Digital Coach for Physical Activity Implementing a Behaviour Change Model: a Pilot Study View