Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning

Tianyu Li, Bogdan Mazoure, Doina Precup +1

Learning and planning in partially-observable domains is one of the most difficult problems in reinforcement learning. Traditional methods consider these two problems as independen…