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Benjamin Kovács
Benjamin Kovács
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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
62022
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
62022
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
62021
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
32023
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
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