We are delighted to announce that the paper by David Kerkkamp, Zaharah Bukhsh, Yingqian Zhang and Nils Jansen has won the best student paper award at the International Conference on Agents and Artificial Intelligence (ICAART) 2022! In their paper titled “Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks”, they propose a novel method based on deep reinforcement learning for optimal maintenance planning for networked assets. The paper is based on David’s Master’s thesis at Rolsch Assetmanagement within the PrimaVera project.
Interested to learn more? Click here to read the full paper!