Reinforcement Learning of Dispatching Strategies for Large-Scale Industrial Scheduling P Tassel, B Kovács, M Gebser, K Schekotihin, W Kohlenbrein, ... Proceedings of the International Conference on Automated Planning and …, 2022 | 6 | 2022 |
A Customizable Simulator for Artificial Intelligence Research to Schedule Semiconductor Fabs B Kovács, P Tassel, R Ali, M El-Kholany, M Gebser, G Seidel 2022 33rd Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC …, 2022 | 6 | 2022 |
Utilizing Constraint Optimization for Industrial Machine Workload Balancing B Kovács, P Tassel, W Kohlenbrein, P Schrott-Kostwein, M Gebser 27th International Conference on Principles and Practice of Constraint …, 2021 | 6 | 2021 |
Semiconductor Fab Scheduling with Self-Supervised and Reinforcement Learning P Tassel, B Kovács, M Gebser, K Schekotihin, P Stöckermann, G Seidel arXiv preprint arXiv:2302.07162, 2023 | 3 | 2023 |
Optimizing Dispatching Strategies for Semiconductor Manufacturing Facilities with Genetic Programming B Kovács, P Tassel, M Gebser Proceedings of the Genetic and Evolutionary Computation Conference, 1374-1382, 2023 | | 2023 |
PySCFabSimUI: Graphical User Interface for a Semiconductor Fab Simulator B Kovács, P Tassel, M Gebser | | 2023 |
A Customizable Reinforcement Learning Environment for Semiconductor Fab Simulation B Kovács, P Tassel, M Gebser, G Seidel 2022 Winter Simulation Conference (WSC), 2663-2674, 2022 | | 2022 |
Scalable ML Methods to Optimize KPIs in Real-World Manufacturing Processes B Kovács | | |