Accelerating Policy Synthesis in Large-Scale MDPs via Hierarchical Adaptive Refinement

Alexandros Evangelidis, Gricel Vázquez, Simos Gerasimou

Software-intensive systems, such as software product lines and robotics, utilise Markov decision processes (MDPs) to capture uncertainty and analyse sequential decision-making prob…