1 Introduction  
2 Background  
3 Methods  
4 RQ 1: What dialogue management approaches have been utilized to develop collaborative dialogue agents?  
5 RQ 2: What techniques have been applied to adapt neural network based dialogue management approaches to collaborative settings?  
6 Discussion  
7 Summary