Adapting a Spoken Dialogue System to the user's satisfaction is supposed to result in more successful dialogues. In this thesis, Gaussian processes are used to model a policy for a statistical Spoken Dialogue System and ...

In Spoken Dialogue Systems, two techniques are currently used to create an optimal dialogue policy: hand-crafted rules and statistical procedures basing on machine learning. However, both types are not sufficient in complex ...