{"id":4665,"date":"2025-02-27T22:56:22","date_gmt":"2025-02-27T21:56:22","guid":{"rendered":"https:\/\/rvh-synergie.org\/actualites\/smart-ai-coach-aide-les-fumeurs-a-arreter-dutiliser-lapprentissage-du-renforcement\/"},"modified":"2025-02-27T22:56:26","modified_gmt":"2025-02-27T21:56:26","slug":"smart-ai-coach-aide-les-fumeurs-a-arreter-dutiliser-lapprentissage-du-renforcement","status":"publish","type":"post","link":"https:\/\/rvh-synergie.org\/actualites\/smart-ai-coach-aide-les-fumeurs-a-arreter-dutiliser-lapprentissage-du-renforcement\/","title":{"rendered":"Smart AI Coach aide les fumeurs \u00e0 arr\u00eater d’utiliser l’apprentissage du renforcement"},"content":{"rendered":"
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Nele Albers de l’Universit\u00e9 de technologie de Delft (Pays-Bas) utilise des entra\u00eeneurs de l’IA pour aider les fumeurs \u00e0 arr\u00eater de fumer et de vapoter pour sa th\u00e8se de doctorat. Elle a d\u00e9velopp\u00e9 un coach de l’IA qui utilise l’apprentissage du renforcement inform\u00e9 psychologique (RL), une forme d’apprentissage automatique dans lequel un mod\u00e8le apprend par des r\u00e9compenses, similaire \u00e0 la fa\u00e7on dont les humains apprennent les comportements. Albers a bas\u00e9 ses recherches sur les id\u00e9es des th\u00e9ories du changement de comportement et des donn\u00e9es de trois \u00e9tudes \u00e0 grande \u00e9chelle avec plus de 500 participants chacun.<\/p>\n

En plus du c\u00f4t\u00e9 technique, Albers a examin\u00e9 les aspects \u00e9thiques, \u00e9conomiques et psychologiques et a analys\u00e9 comment diff\u00e9rents facteurs contribuent \u00e0 un changement efficace de comportement, \u00e0 savoir comment convaincre les fumeurs d’arr\u00eater, ce qu’ils sont invit\u00e9s \u00e0 faire et qui devrait les soutenir. Ses recherches montrent que les entra\u00eeneurs de l’IA qui tiennent compte des principes psychologiques ont un grand potentiel pour fournir un soutien efficace aux personnes qui souhaitent arr\u00eater de fumer.<\/p>\n

\u00ab\u00a0Mes recherches montrent comment la personnalisation du soutien – en prenant en compte \u00e0 la fois l’\u00e9tat actuel et futur d’une personne – augmente l’efficacit\u00e9 des applications compatives bas\u00e9es sur l’IA. Cela offre de nombreuses possibilit\u00e9s de changement de comportement.\u00a0\u00bb<\/p>\n

Applications de sant\u00e9 plus intelligentes gr\u00e2ce \u00e0 un coaching d’interface utilisateur personnalis\u00e9<\/h2>\n

Les entra\u00eeneurs de l’IA dans les applications de la sant\u00e9 pourraient guider efficacement les gens \u00e0 travers le changement de comportement tout en r\u00e9duisant les co\u00fbts. Pourtant, ces applications ne sont pas encore largement d\u00e9ploy\u00e9es. Les d\u00e9fis sont, par exemple, des d\u00e9crocheurs et un manque d’engagement. Un soutien plus adapt\u00e9 – qui prend en compte les connaissances, la motivation, la vitalit\u00e9, les mod\u00e8les de r\u00e9flexion – peut syst\u00e9matiquement augmenter son utilisation.<\/p>\n

Pour am\u00e9liorer l’efficacit\u00e9 du soutien pour arr\u00eater de fumer, Albers a examin\u00e9 \u00e0 la fois le c\u00f4t\u00e9 algorithmique et l’interaction entre les fumeurs et les entra\u00eeneurs de l’IA. Par exemple, son mod\u00e8le peut d\u00e9terminer quand il est utile d’impliquer un entra\u00eeneur humain en plus de l’entra\u00eeneur de l’IA. Elle a \u00e9galement examin\u00e9 la tension entre les pr\u00e9f\u00e9rences des fumeurs et les conseils d’experts en sant\u00e9. Les experts en sant\u00e9 d\u00e9terminent ce qui est bien, mais les fumeurs le regardent souvent diff\u00e9remment. L’algorithme d’Albers essaie de trouver un \u00e9quilibre entre les deux perspectives.<\/p>\n

R\u00e9sultats de la recherche<\/h2>\n

Une conclusion cl\u00e9 de ses recherches est que le soutien est plus efficace lorsqu’il est adapt\u00e9 \u00e0 la situation d’un individu, comme lors de la suggestion de diff\u00e9rentes activit\u00e9s. Par exemple, l’entra\u00eeneur de l’IA peut encourager quelqu’un \u00e0 penser aux stimuli qui d\u00e9clenchent le d\u00e9sir de fumer ou la personne qu’il veut \u00eatre \u00e0 l’avenir.<\/p>\n

Consid\u00e9rez une motivation telle que \u00ab\u00a0Je veux \u00eatre un meilleur parent de mon enfant en donnant un bon exemple.\u00a0\u00bb De plus, le contexte joue un r\u00f4le dans l’efficacit\u00e9 des messages. Selon la situation, les libell\u00e9s tels que \u00ab\u00a0les autres fumeurs trouvent …\u00a0\u00bb fonctionne mieux que \u00ab\u00a0les m\u00e9decins recommandent\u00a0\u00bb. Sur la base de son analyse et de ses r\u00e9sultats, elle a d\u00e9velopp\u00e9 des mod\u00e8les qui augmentent l’engagement des fumeurs et fournissent un meilleur soutien dans la construction de comp\u00e9tences pour quitter.<\/p>\n

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Nele Albers de l’Universit\u00e9 de technologie de Delft (Pays-Bas) utilise des entra\u00eeneurs de l’IA pour<\/p>\n","protected":false},"author":1,"featured_media":4666,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[311,5,4253,2004,1467,1651,49,4254,4252],"class_list":["post-4665","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-les-addictions","tag-aide","tag-arreter","tag-coach","tag-dutiliser","tag-fumeurs","tag-lapprentissage","tag-les","tag-renforcement","tag-smart","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50","resize-featured-image"],"yoast_head":"\nSmart AI Coach aide les fumeurs \u00e0 arr\u00eater d'utiliser l'apprentissage du renforcement - RVH-Synergie.org<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/rvh-synergie.org\/actualites\/smart-ai-coach-aide-les-fumeurs-a-arreter-dutiliser-lapprentissage-du-renforcement\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Smart AI Coach aide les fumeurs \u00e0 arr\u00eater d'utiliser l'apprentissage du renforcement - 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