Search Results for author: Matthieu Riou

Found 4 papers, 0 papers with code

Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users

no code implementations25 Oct 2021 Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre

The analysis of these experiments gives us some insights, discussed in the paper, into the difficulty for the system's trainers to establish a coherent and constant behavioural strategy to enable a fast and good-quality training phase.

Dialogue Management Management +3

Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager

no code implementations1 Oct 2018 Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre

Several variants of joint learning are investigated and tested with user trials to confirm that the overall on-line learning can be obtained after only a few hundred training dialogues and can overstep an expert-based system.

Dialogue Management Management +3

Apprentissage en ligne interactif d'un g\'en\'erateur en langage naturel neuronal pour le dialogue homme-machine (On-line Interactive Learning of Natural Language Neural Generation for Human-machine)

no code implementations JEPTALNRECITAL 2017 Matthieu Riou, Bassam Jabaian, St{\'e}phane Huet, Fabrice Lef{\`e}vre

R{\'e}cemment, de nouveaux mod{\`e}les {\`a} base de r{\'e}seaux de neurones r{\'e}currents ont {\'e}t{\'e} propos{\'e}s pour traiter la g{\'e}n{\'e}ration en langage naturel dans des syst{\`e}mes de dialogue (Wen et al., 2016a).

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