Directed-Info GAIL: Learning Hierarchical Policies from Unsegmented Demonstrations using Directed Information

Arjun Sharma, Mohit Sharma, Nicholas Rhinehart +1

The use of imitation learning to learn a single policy for a complex task that has multiple modes or hierarchical structure can be challenging. In fact, previous work has shown tha…