Successor Options : An Option Discovery Algorithm for Reinforcement Learning

no code implementations • 27 Sep 2018 • Manan Tomar*, Rahul Ramesh*, Balaraman Ravindran

Additionally, we describe an Incremental Successor options model that iteratively builds options and explores in environments where exploration through primitive actions is inadequate to form the Successor Representations.

Hierarchical Reinforcement Learning reinforcement-learning +1