David Winkel

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Portfolio Management

Function Approximators

Reinforcement Learning

Top Venues

Publications

David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl
Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning. CoRR (2024)
David Winkel, Niklas Strauß, Matthias Schubert, Yunpu Ma, Thomas Seidl
Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning. PAKDD (2) (2023)
David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl
Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning. ECAI (2023)
Niklas Strauß, David Winkel, Max Berrendorf, Matthias Schubert
Reinforcement Learning for Multi-Agent Stochastic Resource Collection. ECML/PKDD (4) (2022)
David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl
Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection. ECML/PKDD (6) (2022)
Florian Richter, Ludwig Zellner, Imen Azaiz, David Winkel, Thomas Seidl
LIProMa: Label-Independent Process Matching. Business Process Management Workshops (2019)