Partially Observable Reference Policy Programming: Solving POMDPs Sans Numerical Optimisation

Edward Kim, Hanna Kurniawati

This paper proposes Partially Observable Reference Policy Programming, a novel anytime online approximate POMDP solver which samples meaningful future histories very deeply while s…