David Winkel

According to our database, David Winkel authored at least 6 papers between 2019 and 2024.

Collaborative distances:

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

2024

Autoregressive Policy Optimization for Constrained Allocation Tasks.

David Winkel, Niklas Strauß, Maximilian Bernhard, Zongyue Li, Thomas Seidl, Matthias Schubert

CoRR, 2024

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

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

2019

LIProMa: Label-Independent Process Matching.

Florian Richter, Ludwig Zellner, Imen Azaiz, David Winkel, Thomas Seidl

Proceedings of the Business Process Management Workshops, 2019