Fabian Akkerman

13 papers A* 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Breaking the Grid: Distance-Guided Reinforcement Learning in Large Discrete and Hybrid Action Spaces. CoRR Heiko Hoppe, Fabian Akkerman, Wouter van Heeswijk, Maximilian Schiffer
2025	J	`jnl`	A comparison of reinforcement learning policies for dynamic vehicle routing problems with stochastic customer requests. Comput. Ind. Eng. Fabian Akkerman, Martijn Mes, Willem van Jaarsveld
2025	J	`jnl`	Boosting Revisited: Benchmarking and Advancing LP-Based Ensemble Methods. CoRR Fabian Akkerman, Julien Ferry, Christian Artigues, Emmanuel Hebrard, Thibaut Vidal
2025	J	`jnl`	Boosting Revisited: Benchmarking and Advancing LP-Based Ensemble Methods. Trans. Mach. Learn. Res. Fabian Akkerman, Julien Ferry, Christian Artigues, Emmanuel Hebrard, Thibaut Vidal
2025	J	`jnl`	Distance approximation to support customer selection in vehicle routing problems. Ann. Oper. Res. Fabian Akkerman, Martijn Mes
2025	J	`jnl`	Dynamic reordering and inspection for the multi-item Inventory Record Inaccuracy problem. Eur. J. Oper. Res. Fabian Akkerman, Dennis Prak, Martijn Mes
2025	J	`jnl`	Learning Dynamic Selection and Pricing of Out-of-Home Deliveries. Transp. Sci. Fabian Akkerman, Peter Dieter, Martijn Mes
2024	A*	`conf`	Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces. ICLR Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer
2024	J	`jnl`	Solving Dual Sourcing Problems with Supply Mode Dependent Failure Rates. CoRR Fabian Akkerman, Nils Knofius, Matthieu van der Heijden, Martijn Mes
2023	J	`jnl`	Handling Large Discrete Action Spaces via Dynamic Neighborhood Construction. CoRR Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer
2023	J	`jnl`	Learning Dynamic Selection and Pricing of Out-of-Home Deliveries. CoRR Fabian Akkerman, Peter Dieter, Martijn Mes
2022	—	`conf`	Dynamic Time Slot Pricing Using Delivery Costs Approximations. ICCL Fabian Akkerman, Martijn Mes, Eduardo Lalla-Ruiz
2020	—	`conf`	Distance Approximation for Dynamic Waste Collection Planning. ICCL Fabian Akkerman, Martijn Mes, Wouter Heijnen