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Benjamin Kovács
ORCID
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
WSC
ICAPS
CoRR
GECCO
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Publications
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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)