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)

Optimizing Resource Allocation Policies in Real-World Business Processes Using Hybrid Process Simulation and Deep Reinforcement Learning. - Francesca Meneghello 002; Jeroen Middelhuis; Laura Genga; Zaharah Bukhsh; Massimiliano Ronzani; Chiara Di Francescomarino; Chiara Ghidini; Remco M. Dijkman (BPM, 2024)

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)

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, 2025)

Automated decision-making for dynamic task assignment at scale. - Riccardo Lo Bianco; Willem van Jaarsveld; Jeroen Middelhuis; Luca Begnardi; Remco M. Dijkman (CoRR, 2025)