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2020 – today
- 2023
[c10]Pierre Tassel, Martin Gebser
, Konstantin Schekotihin:
An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint Programming. ICAPS 2023: 614-622- [c9]Benjamin Kovács, Pierre Tassel, Martin Gebser:
Optimizing Dispatching Strategies for Semiconductor Manufacturing Facilities with Genetic Programming. GECCO 2023: 1374-1382 - [c8]Pierre Tassel, Benjamin Kovács, Martin Gebser, Konstantin Schekotihin, Patrick Stöckermann, Georg Seidel:
Semiconductor Fab Scheduling With Self-Supervised And Reinforcement Learning. WSC 2023: 1924-1935 - [c7]Patrick Stöckermann, Alessandro Immordino, Thomas Altenmüller, Georg Seidel, Martin Gebser, Pierre Tassel, Chew Wye Chan, Feifei Zhang:
Dispatching in Real Frontend Fabs With Industrial Grade Discrete-Event Simulations by Deep Reinforcement Learning with Evolution Strategies. WSC 2023: 3047-3058 - [i3]Pierre Tassel, Benjamin Kovács, Martin Gebser, Konstantin Schekotihin, Patrick Stöckermann, Georg Seidel:
Semiconductor Fab Scheduling with Self-Supervised and Reinforcement Learning. CoRR abs/2302.07162 (2023) - [i2]Pierre Tassel, Martin Gebser, Konstantin Schekotihin:
An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint Programming. CoRR abs/2306.05747 (2023) - 2022
- [c6]Pierre Tassel, Benjamin Kovács, Martin Gebser, Konstantin Schekotihin, Wolfgang Kohlenbrein, Philipp Schrott-Kostwein:
Reinforcement Learning of Dispatching Strategies for Large-Scale Industrial Scheduling. ICAPS 2022: 638-646 - [c5]Pierre Tassel:
Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications. IJCAI 2022: 5877-5878 - [c4]Benjamin Kovács, Pierre Tassel, Martin Gebser, Georg Seidel:
A Customizable Reinforcement Learning Environment for Semiconductor Fab Simulation. WSC 2022: 2663-2674 - 2021
- [c3]Benjamin Kovács, Pierre Tassel, Wolfgang Kohlenbrein, Philipp Schrott-Kostwein, Martin Gebser:
Utilizing Constraint Optimization for Industrial Machine Workload Balancing. CP 2021: 36:1-36:17 - [c2]Pierre Tassel, Mohamed Rbaia:
A Multi-shot ASP Encoding for the Aircraft Routing and Maintenance Planning Problem. JELIA 2021: 442-457 - [i1]Pierre Tassel, Martin Gebser, Konstantin Schekotihin:
A Reinforcement Learning Environment For Job-Shop Scheduling. CoRR abs/2104.03760 (2021) - 2020
- [c1]Pierre Tassel, Martin Gebser, Mohamed Rbaia:
An ASP Multi-Shot Encoding for the Aircraft Routing and Maintenance Planning Problem. ICLP Workshops 2020
Coauthor Index
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