Separating value functions across time-scales

Joshua Romoff, Peter Henderson, Ahmed Touati +3

In many finite horizon episodic reinforcement learning (RL) settings, it is desirable to optimize for the undiscounted return - in settings like Atari, for instance, the goal is to…