Niklas Strauß

According to our database, Niklas Strauß authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem.

Niklas Strauß, Matthias Schubert

CoRR, 2024

2023

DEAR: Dynamic Electric Ambulance Redeployment.

Lukas Rottkamp, Niklas Strauß, Matthias Schubert

Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning.

David Winkel, Niklas Strauß, Matthias Schubert, Yunpu Ma, Thomas Seidl

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

MapFormer: Boosting Change Detection by Using Pre-change Information.

Maximilian Bernhard, Niklas Strauß, Matthias Schubert

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning.

David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection.

David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Reinforcement Learning for Multi-Agent Stochastic Resource Collection.

Niklas Strauß, David Winkel, Max Berrendorf, Matthias Schubert

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

A Comparison of Ambulance Redeployment Systems on Real-World Data.

Niklas Strauß, Max Berrendorf, Tom Haider, Matthias Schubert

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Efficient on-street parking sensor placement.

Lukas Rottkamp, Matthias Schubert, Niklas Strauß

Proceedings of the 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2022

2021

Efficient Parking Search using Shared Fleet Data.

Niklas Strauß, Lukas Rottkamp, Sebastian Schmoll, Matthias Schubert

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

2019

Spatial Interpolation with Message Passing Framework.

Evgeniy Faerman, Manuell Rogalla, Niklas Strauß, Adrian Krüger, Benedict Blümel, Max Berrendorf, Michael Fromm, Matthias Schubert

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019