Akkerman, Fabian; id_orcid 0000-0001-8055-9864

Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces

2024 · University of Twente Research Information

Large discrete action spaces (LDAS) remain a central challenge in reinforcement learning. Existing solution approaches can handle unstructured LDAS with up to a few million actions. However, many real-world applications in logistics, production, and transportation …