Adaptive Discretization using Voronoi Trees for Continuous POMDPs

Marcus Hoerger, Hanna Kurniawati, Dirk Kroese +1

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