Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets

Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan +3

Many real-world reinforcement learning problems have a hierarchical nature, and often exhibit some degree of partial observability. While hierarchy and partial observability are us…