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cs.AI2024
Learning State-Dependent Policy Parametrizations for Dynamic Technician Routing with Rework
Jonas Stein, Florentin D Hildebrandt, Barrett W Thomas +1
Home repair and installation services require technicians to visit customers and resolve tasks of different complexity. Technicians often have heterogeneous skills and working expe…
cs.AI2021
Where the Action is: Let's make Reinforcement Learning for Stochastic Dynamic Vehicle Routing Problems work!
Florentin D Hildebrandt, Barrett Thomas, Marlin W Ulmer
There has been a paradigm-shift in urban logistic services in the last years; demand for real-time, instant mobility and delivery services grows. This poses new challenges to logis…