A reinforcement learning environment for job-shop scheduling P Tassel, M Gebser, K Schekotihin 2021 PRL Workshop, 2021 | 83 | 2021 |
An end-to-end reinforcement learning approach for job-shop scheduling problems based on constraint programming P Tassel, M Gebser, K Schekotihin Proceedings of the International Conference on Automated Planning and …, 2023 | 21 | 2023 |
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 | 13 | 2022 |
Semiconductor Fab Scheduling with Self-Supervised and Reinforcement Learning P Tassel, B Kovács, M Gebser, K Schekotihin, P Stöckermann, G Seidel 2023 Winter Simulation Conference (WSC), 1924-1935, 2023 | 9 | 2023 |
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 | 9 | 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 | 8 | 2021 |
A multi-shot ASP encoding for the aircraft routing and maintenance planning problem P Tassel, M Rbaia Logics in Artificial Intelligence: 17th European Conference, JELIA 2021 …, 2021 | 5 | 2021 |
A reinforcement learning environment for job-shop scheduling. arXiv 2021 P Tassel, M Gebser, K Schekotihin arXiv preprint arXiv:2104.03760, 0 | 5 | |
Dispatching in Real Frontend Fabs With Industrial Grade Discrete-Event Simulations by Deep Reinforcement Learning with Evolution Strategies P Stöckermann, A Immordino, T Altenmüller, G Seidel, M Gebser, ... 2023 Winter Simulation Conference (WSC), 3047-3058, 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 | 2 | 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 |
Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications. P Tassel IJCAI, 5877-5878, 2022 | | 2022 |
An ASP Multi-Shot Encoding for the Aircraft Routing and Maintenance Planning Problem P Tassel, M Gebser, M Rbaia 13th Workshop on Answer Set Programming and Other Computing Paradigms, 2020 | | 2020 |