Jeroen Middelhuis

According to our database, Jeroen Middelhuis authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Automated decision-making for dynamic task assignment at scale.

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

Inf. Syst., 2026

Prefix-Aware Deep Reinforcement Learning for Resource Allocation in Business Processes.

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

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

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 Allah Bukhsh, Ivo Adan, Remco M. Dijkman

Inf. Syst., 2025

Learning to Allocate: Dynamic Heuristic Selection for Business Processes.

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

Proceedings of the Enterprise Design, 2025

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

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

Proceedings of the Business Process Management Forum - BPM 2025 Forum, Seville, Spain, August 31, 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 Allah Bukhsh, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Remco M. Dijkman

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