Preliminary Study of Adaptive Decision-Making System for Vocal Command in Smart Home

Alexis Brenon (1, 2) , François Portet (2, 1) , Michel Vacher (2, 1)

1 LIG - Laboratoire d'Informatique de Grenoble
2 GETALP - Groupe d’Étude en Traduction Automatique/Traitement Automatisé des Langues et de la Parole

In smart homes, prediction and decision are often defined a priori and require tuning from the user, which can be tedious, and complex. However, these smart homes have the ability to analyze the user behavior and to modify their decisions automatically. We present a preliminary study that tests a decision system from voice command and the user's context, which is modified by reinforcement learning. The system ran on a realistic corpus, which shows the interest of such an adaptation.

Domaines: Autre [cs.OH]

Alexis Brenon, François Portet, Michel Vacher. Preliminary Study of Adaptive Decision-Making System for Vocal Command in Smart Home. 12th International Conference on Intelligent Environments, Sep 2016, London, United Kingdom. pp.218-221. ⟨hal-01345333⟩