Skip to Main content Skip to Navigation
New interface
Conference papers

L'Humain dans l'Apprentissage Automatique Interactif : aperçu de l'état de l'art

Kévin Delcourt 1 Sylvie Trouilhet 1 Françoise Adreit 1 Jean-Paul Arcangeli 1 
1 IRIT-SMAC - Systèmes Multi-Agents Coopératifs
IRIT - Institut de recherche en informatique de Toulouse
Abstract : Interactive Machine Learning (IML) systems involve the cooperation of a human user and a machine learner in order to accomplish the tasks desired by the human. We propose in this paper an overview of the state of the art of human integration in these systems. To do so, we conduct a survey of recent literature on machine learning solutions with the human in the loop, and identify the means implemented to take into account and assist the human.
Complete list of metadata

https://hal.archives-ouvertes.fr/hal-03765539
Contributor : Snezhana Benvenuti Rizzuti Connect in order to contact the contributor
Submitted on : Tuesday, October 18, 2022 - 11:49:43 AM
Last modification on : Saturday, October 29, 2022 - 11:34:01 AM

File

Delcourt_Arcangeli_2022.pdf
Publisher files allowed on an open archive

Identifiers

  • HAL Id : hal-03765539, version 1

Citation

Kévin Delcourt, Sylvie Trouilhet, Françoise Adreit, Jean-Paul Arcangeli. L'Humain dans l'Apprentissage Automatique Interactif : aperçu de l'état de l'art. Conférence Nationale en Intelligence Artificielle (CNIA 2022), AFIA, Jun 2022, Saint-Etienne, France. pp.43-50. ⟨hal-03765539v1⟩

Share

Metrics

Record views

28

Files downloads

8