Jeroen Middelhuis

According to our database, Jeroen Middelhuis authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Automated decision-making for dynamic task assignment at scale.

Riccardo Lo Bianco, Willem van Jaarsveld, Jeroen Middelhuis, Luca Begnardi, Remco M. Dijkman

CoRR, April, 2025

A Rollout-Based Algorithm and Reward Function for Efficient Resource Allocation in Business Processes.

Jeroen Middelhuis, Zaharah Allah Bukhsh, Ivo Adan, Remco M. Dijkman

CoRR, April, 2025

Learning policies for resource allocation in business processes.

Jeroen Middelhuis, Riccardo Lo Bianco, Eliran Sherzer, Zaharah Bukhsh, Ivo Adan, Remco M. Dijkman

Inf. Syst., 2025

2024

Optimizing Resource Allocation Policies in Real-World Business Processes Using Hybrid Process Simulation and Deep Reinforcement Learning.

Francesca Meneghello, Jeroen Middelhuis, Laura Genga, Zaharah Bukhsh, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Remco M. Dijkman

Proceedings of the Business Process Management - 22nd International Conference, 2024

2023

Learning policies for resource allocation in business processes.

Jeroen Middelhuis, Riccardo Lo Bianco, Eliran Sherzer, Zaharah Allah Bukhsh, Ivo J. B. F. Adan, Remco M. Dijkman

CoRR, 2023