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Found 4 papers, 0 papers with code
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)
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).
Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager
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.
Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users
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.
