Pierre Tassel

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Industrial Applications

Aircraft Routing

Constraint Optimization

Top Venues

Publications

Pierre Tassel, Benjamin Kovács, Martin Gebser, Konstantin Schekotihin, Patrick Stöckermann, Georg Seidel
Semiconductor Fab Scheduling With Self-Supervised And Reinforcement Learning. WSC (2023)
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)
Pierre Tassel, Martin Gebser, Konstantin Schekotihin
An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint Programming. ICAPS (2023)
Pierre Tassel, Benjamin Kovács, Martin Gebser, Konstantin Schekotihin, Patrick Stöckermann, Georg Seidel
Semiconductor Fab Scheduling with Self-Supervised and Reinforcement Learning. CoRR (2023)
Benjamin Kovács, Pierre Tassel, Martin Gebser
Optimizing Dispatching Strategies for Semiconductor Manufacturing Facilities with Genetic Programming. GECCO (2023)
Pierre Tassel, Martin Gebser, Konstantin Schekotihin
An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint Programming. CoRR (2023)
Benjamin Kovács, Pierre Tassel, Martin Gebser, Georg Seidel
A Customizable Reinforcement Learning Environment for Semiconductor Fab Simulation. WSC (2022)
Pierre Tassel
Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications. IJCAI (2022)
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)
Benjamin Kovács, Pierre Tassel, Wolfgang Kohlenbrein, Philipp Schrott-Kostwein, Martin Gebser
Utilizing Constraint Optimization for Industrial Machine Workload Balancing. CP (2021)
Pierre Tassel, Mohamed Rbaia
A Multi-shot ASP Encoding for the Aircraft Routing and Maintenance Planning Problem. JELIA (2021)
Pierre Tassel, Martin Gebser, Konstantin Schekotihin
A Reinforcement Learning Environment For Job-Shop Scheduling. CoRR (2021)
Pierre Tassel, Martin Gebser, Mohamed Rbaia
An ASP Multi-Shot Encoding for the Aircraft Routing and Maintenance Planning Problem. ICLP Workshops (2020)