Fabian Akkerman

According to our database, Fabian Akkerman authored at least 12 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PACE: Prune-And-Compress Ensemble Models.

Fabian Akkerman, Julien Ferry, Théo Guyard, Thibaut Vidal

CoRR, May, 2026

Breaking the Grid: Distance-Guided Reinforcement Learning in Large Discrete and Hybrid Action Spaces.

Heiko Hoppe, Fabian Akkerman, Wouter van Heeswijk, Maximilian Schiffer

CoRR, February, 2026

2025

Distance approximation to support customer selection in vehicle routing problems.

Fabian Akkerman, Martijn Mes

Ann. Oper. Res., July, 2025

Learning Dynamic Selection and Pricing of Out-of-Home Deliveries.

Fabian Akkerman, Peter Dieter, Martijn Mes

Transp. Sci., 2025

Boosting Revisited: Benchmarking and Advancing LP-Based Ensemble Methods.

Fabian Akkerman, Julien Ferry, Christian Artigues, Emmanuel Hebrard, Thibaut Vidal

Trans. Mach. Learn. Res., 2025

Dynamic reordering and inspection for the multi-item Inventory Record Inaccuracy problem.

Fabian Akkerman, Dennis Prak, Martijn Mes

Eur. J. Oper. Res., 2025

A comparison of reinforcement learning policies for dynamic vehicle routing problems with stochastic customer requests.

Fabian Akkerman, Martijn Mes, Willem van Jaarsveld

Comput. Ind. Eng., 2025

2024

Solving Dual Sourcing Problems with Supply Mode Dependent Failure Rates.

Fabian Akkerman, Nils Knofius, Matthieu van der Heijden, Martijn Mes

CoRR, 2024

Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces.

Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Handling Large Discrete Action Spaces via Dynamic Neighborhood Construction.

Fabian Akkerman, Julius Luy, Wouter van Heeswijk, Maximilian Schiffer

CoRR, 2023

2022

Dynamic Time Slot Pricing Using Delivery Costs Approximations.

Fabian Akkerman, Martijn Mes, Eduardo Lalla-Ruiz

Proceedings of the Computational Logistics - 13th International Conference, 2022

2020

Distance Approximation for Dynamic Waste Collection Planning.

Fabian Akkerman, Martijn Mes, Wouter Heijnen

Proceedings of the Computational Logistics - 11th International Conference, 2020