Reinforcement-learning based dialogue system for human-robot interactions with socially-inspired rewards
FerreiraEmmanuel, LefèvreFabrice · Computer Speech & Language · 2015
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...