Research Yannick van den Steen

Abstract

The goal of this project is to accelerate and make the personnel planning process in the aviation sector more cost-efficient by, on the one hand, improving existing planning algorithms with ML methods, and on the other hand, developing a fully autonomous RL-driven planning solution using Reinforcement Learning (RL) and Multi-Agent Reinforcement Learning (MARL), leveraging the latest advancements in neural architectures.

Researcher(s)

• Promoter: Mets Kevin
• Co-promoter: Verdonck Tim
• Fellow: van den Steen Yannick

Research team(s)

• Internet Data Lab (IDLab)

Project type(s)

• Research Project