2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.AI2025★ 2 cited
Automated decision-making for dynamic task assignment at scale
Riccardo Lo Bianco, Willem van Jaarsveld, Jeroen Middelhuis +2
The Dynamic Task Assignment Problem (DTAP) concerns matching resources to tasks in real time while minimizing some objectives, like resource costs or task cycle time. In this work,…
cs.LG2025
A Rollout-Based Algorithm and Reward Function for Resource Allocation in Business Processes
Jeroen Middelhuis, Zaharah Bukhsh, Ivo Adan +1
Resource allocation plays a critical role in minimizing cycle time and improving the efficiency of business processes. Recently, Deep Reinforcement Learning (DRL) has emerged as a…