This dataset correspond to the results presented in ASRU15 paper POLICY COMMITTEE FOR ADAPTATION IN MULTI-DOMAIN SPOKEN DIALOGUE SYSTEMS and relates to Fig. 2 Two contrasts were presented INDOM and MBCM. INDOM_L6_[1,2,3] is the data obtained in interaction with Amazon MTurk while training three policies for L6 domain. MBCM_L6_[1,2,3] is the data obtained while training three multi-domain policy committees for SFR, SFH and L6 domains. In each directory there is a call directory with a time stamp in the name which contains session.xml file with the dialogue log and feedback.xml file with the user feedback.