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Reinforcement-learning based dialogue system for human-robot interactions with socially-inspired rewards

FerreiraEmmanuel, LefèvreFabrice

Year
2015
Citations
4

Abstract

HighlightsWe integrate user appraisals in a POMDP-based dialogue manager procedure.We employ additional socially-inspired rewards in a RL setup to guide the learning.A unified framework for speedin...

Keywords

Computer scienceReinforcement learningRobotArtificial intelligenceHuman–computer interactionHuman–robot interactionCognitive sciencePsychology

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