21 citations · 30 across the 4 of their papers we have counts for
3 papers · 1 filter
Solving Dual Sourcing Problems with Supply Mode Dependent Failure Rates
Fabian Akkerman, Nils Knofius, Matthieu van der Heijden +1
This paper investigates dual sourcing problems with supply mode dependent failure rates, particularly relevant in managing spare parts for downtime-critical assets. To enhance resi…
Learning Dynamic Selection and Pricing of Out-of-Home Deliveries
Fabian Akkerman, Peter Dieter, Martijn Mes
Home delivery failures, traffic congestion, and relatively large handling times have a negative impact on the profitability of last-mile logistics. A potential solution is the deli…
Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces
Fabian Akkerman, Julius Luy, Wouter van Heeswijk +1
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…