Nat Dilokthanakul

Classifying Options for Deep Reinforcement Learning

2016 · arXiv (Cornell University)

In this paper we combine one method for hierarchical reinforcement learning - the options framework - with deep Q-networks (DQNs) through the use of different "option heads" on the policy network, and a supervisory network …