Finn Rietz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Function Approximators

Temporal Difference

Reinforcement Learning

Cardinality Constraints

Top Venues

Neural Comput. Appl.

Frontiers Robotics AI

Publications

Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes A. Stork
Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning. ICLR (2024)
Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes A. Stork
Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies. CoRR (2024)
Finn Rietz, Stefan Heinrich, Erik Schaffernicht, Johannes Andreas Stork
Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning. CoRR (2023)
Finn Rietz, Sven Magg, Fredrik Heintz, Todor Stoyanov, Stefan Wermter, Johannes A. Stork
Hierarchical goals contextualize local reward decomposition explanations. Neural Comput. Appl. 35 (23) (2023)
Finn Rietz, Johannes Andreas Stork
Diversity for Contingency: Learning Diverse Behaviors for Efficient Adaptation and Transfer. CoRR (2023)
Finn Rietz, Erik Schaffernicht, Todor Stoyanov, Johannes A. Stork
Towards Task-Prioritized Policy Composition. CoRR (2022)
Finn Rietz, Alexander Sutherland, Suna Bensch, Stefan Wermter, Thomas Hellström
WoZ4U: An Open-Source Wizard-of-Oz Interface for Easy, Efficient and Robust HRI Experiments. Frontiers Robotics AI 8 (2021)