Approximate information state for approximate planning and reinforcement learning in partially observed systems

Jayakumar Subramanian, Amit Sinha, Raihan Seraj +1

We propose a theoretical framework for approximate planning and learning in partially observed systems. Our framework is based on the fundamental notion of information state. We pr…