Scalable Policy-Based RL Algorithms for POMDPs

Ameya Anjarlekar, Rasoul Etesami, R Srikant

The continuous nature of belief states in POMDPs presents significant computational challenges in learning the optimal policy. In this paper, we consider an approach that solves a…