Deep reinforcement learning using compositional representations for performing instructions

Spoken language is one of the most efficientways to instruct robots about performing domestic tasks. However, the state of the environment has to be considered to plan and execute actions successfully. We propose a system that learns to recognise the user’s intention and map it to a goal. A reinforc...

Full description

Bibliographic Details
Main Authors: Zamani Mohammad Ali, Magg Sven, Weber Cornelius, Wermter Stefan, Fu Di
Format: Article
Language:English
Published: De Gruyter 2018-12-01
Series:Paladyn
Subjects:
Online Access:https://doi.org/10.1515/pjbr-2018-0026