Adaptive Discretization using Voronoi Trees for Continuous-Action POMDPs

Marcus Hoerger, Hanna Kurniawati, Dirk Kroese +1

Solving Partially Observable Markov Decision Processes (POMDPs) with continuous actions is challenging, particularly for high-dimensional action spaces. To alleviate this difficult…