Benjamin Kovács

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Temporal Difference Learning

Reinforcement Learning

Wafer Fabrication

Semiconductor Manufacturing

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)
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)
Benjamin Kovács, Pierre Tassel, Martin Gebser, Georg Seidel
A Customizable Reinforcement Learning Environment for Semiconductor Fab Simulation. WSC (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
Scalable ML Methods to Optimize KPIs in Real-World Manufacturing Processes. IJCAI (2022)
Benjamin Kovács, Pierre Tassel, Wolfgang Kohlenbrein, Philipp Schrott-Kostwein, Martin Gebser
Utilizing Constraint Optimization for Industrial Machine Workload Balancing. CP (2021)