Forecaster: Towards Temporally Abstract Tree-Search Planning from Pixels

Thomas Jiralerspong, Flemming Kondrup, Doina Precup +1

The ability to plan at many different levels of abstraction enables agents to envision the long-term repercussions of their decisions and thus enables sample-efficient learning. Th…