Resource Allocation Policies for Real-World Business Processes Using Deep Reinforcement Learning and Variant-Based Simulation in a Single and Multi-Process Environment

SSRN Electronic Journal

Authors 4

1. Michał Ostapowicz corresponding

   Warsaw University of Technology

   Affiliation as printed

   Warsaw University of Technology

   Warsaw University of Technology, Pl. Politechniki 1, Warsaw, 00-661, Poland

2. Kamil Żbikowski

   Warsaw University of Technology

   Affiliation as printed

   Warsaw University of Technology

   Warsaw University of Technology, Pl. Politechniki 1, Warsaw, 00-661, Poland

3. Piotr Gawrysiak

   Warsaw University of Technology

   Affiliation as printed

   Warsaw University of Technology

   Warsaw University of Technology, Pl. Politechniki 1, Warsaw, 00-661, Poland

4. Mahsa Pourbafrani Aachen

   RWTH Aachen University

   Affiliation as printed

   RWTH Aachen University

   RWTH Aachen University, Templergraben 55, 52056 Aachen, 52056, Germany