Safe and Efficient Off-Policy Reinforcement Learning

Rémi Munos, Tom Stepleton, Anna Harutyunyan +1

In this work, we take a fresh look at some old and new algorithms for off-policy, return-based reinforcement learning. Expressing these in a common form, we derive a novel algorith…