Jens Heger

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Topics

Reinforcement Learning

Top Venues

Simul. Notes Eur.

Publications

Marvin Hempel, Jens Heger
Simulation-based Investigation of Energy Flexibility in the Optimization of Hinterland Drainage. Simul. Notes Eur. 34 (1) (2024)
Jens Heger, Thomas Voss
-values of the ATCS rule in a flexible flow shop scenario with reinforcement learning. Int. J. Prod. Res. 61 (1) (2023)
Thomas Voß, Jens Heger, Mazhar Zein El Abdine
Using Decision Trees and Reinforcement Learning for the Dynamic Adjustment of Composite Sequencing Rules in a Flexible Manufacturing System. Simul. Notes Eur. 32 (3) (2022)
Jens Heger, Thomas Voß
Dynamically Changing Sequencing Rules with Reinforcement Learning in a Job Shop System With Stochastic Influences. WSC (2020)
Felix Kortmann, Julin Horstkötter, Alexander Warnecke, Nicolas Meier, Jens Heger, Burkhardt Funk, Paul Drews
Live Demonstration: Passive Sensor Setup for Road Condition Monitoring. IEEE SENSORS (2020)
Felix Kortmann, Kevin Talits, Pascal Fassmeyer, Alexander Warnecke, Nicolas Meier, Jens Heger, Paul Drews, Burkhardt Funk
Detecting Various Road Damage Types in Global Countries Utilizing Faster R-CNN. IEEE BigData (2020)
Felix Kortmann, Yi-Chen Hsu, Alexander Warnecke, Nicolas Meier, Jens Heger, Burkhardt Funk, Paul Drews
Creating Value from in-Vehicle Data: Detecting Road Surfaces and Road Hazards. ITSC (2020)
Felix Kortmann, Malte Rodeheger, Alexander Warnecke, Nicolas Meier, Jens Heger, Burkhardt Funk, Paul Drews
Applying Quarter-Vehicle Model Simulation for Road Elevation Measurements Utilizing the Vehicle Level Sensor. VTC Fall (2020)
Janine Tatjana Maier, Thomas Voß, Jens Heger, Matthias Schmidt
Simulation Based Optimization of Lot Sizes for Opposing Logistic Objectives. APMS (2) (2019)
Felix Kortmann, Henning Peitzmeier, Nicolas Meier, Jens Heger, Paul Drews
Enabling Road Condition Monitoring with an on-board Vehicle Sensor Setup. IEEE SENSORS (2019)
Jens Heger, Thomas Voß
Optimal Scheduling for Automated Guided Vehicles (AGV) in Blocking Job-Shops. APMS (1) (2017)
Jens Heger, Torsten Hildebrandt, Bernd Scholz-Reiter
Dispatching rule selection with Gaussian processes. Central Eur. J. Oper. Res. 23 (1) (2015)
Torsten Hildebrandt, Jens Heger, Bernd Scholz-Reiter
Towards improved dispatching rules for complex shop floor scenarios: a genetic programming approach. GECCO (2010)
Bernd Scholz-Reiter, Jens Heger, Torsten Hildebrandt
Gaussian Processes for Dispatching Rule Selection in Production Scheduling: Comparison of Learning Techniques. ICDM Workshops (2010)
Christoph W. Pickardt, Jürgen Branke, Torsten Hildebrandt, Jens Heger, Bernd Scholz-Reiter
Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness. WSC (2010)