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Pierre Tassel
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 13
Top Topics
Reinforcement Learning
Industrial Applications
Aircraft Routing
Constraint Optimization
Top Venues
CoRR
WSC
ICAPS
ICLP Workshops
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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)
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)