Frank Röder

PhD student, Institute for Data Science Foundations, Technische Universität Hamburg

Joined

September 2022

Names

Frank Röder (Preferred)

Emails

****@tuhh.de (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

Institute for Data Science Foundations, Technische Universität Hamburg (tuhh.de)

2022 – 2026

PhD student

Knowledge Technology Group, Universität Hamburg (uhh.de)

2021 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor

Nihat Ay

2026 – Present

PhD Advisor

Nihat Ay

2021 – 2026

PhD Advisor

Manfred Eppe

2021 – 2025

PhD Advisor

Stefan Wermter

2021 – 2022

Expertise

reinforcement learning

Present

deep learning

Present

grounded language

Present

robotics

Present

Publications

Shared Dynamic Model-Aligned Hypernetworks for Zero-Shot Generalization in Contextual Reinforcement Learning
Jan Benad, Frank Röder, Pradeep Kr. Banerjee, Nihat Ay, Martin V. Butz, Manfred Eppe
- Submitted to ICLR 2026
- Readers: Everyone
Shared dynamic model aligned hypernetworks for contextual reinforcement learning
Jan Benad, Frank Röder, Martin V. Butz, Manfred Eppe
- EWRL 2025 Poster
- Readers: Everyone
Meta-World+: An Improved, Standardized, RL Benchmark
Reginald McLean, Evangelos Chatzaroulas, Luc McCutcheon, Frank Röder, Tianhe Yu, Zhanpeng He, K.R. Zentner, Ryan Julian, J K Terry, Isaac Woungang, Nariman Farsad, Pablo Samuel Castro
- CODEML@ICML25 Spotlight
- Readers: Everyone
Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization
Frank Röder, Jan Benad, Manfred Eppe, Pradeep Kr. Banerjee
- NeurIPS 2025 poster
- Readers: Everyone
Meta-World+: An Improved, Standardized, RL Benchmark
Reginald McLean, Evangelos Chatzaroulas, Luc McCutcheon, Frank Röder, Tianhe Yu, Zhanpeng He, K.R. Zentner, Ryan Julian, J K Terry, Isaac Woungang, Nariman Farsad, Pablo Samuel Castro
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Language-Conditioned Reinforcement Learning to Solve Misunderstandings with Action Corrections
Frank Röder, Manfred Eppe
- Published: 21 Oct 2022, Last Modified: 15 Feb 2026
- LaReL 2022
- Readers: Everyone

Frank Röder

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Shared Dynamic Model-Aligned Hypernetworks for Zero-Shot Generalization in Contextual Reinforcement Learning

Shared dynamic model aligned hypernetworks for contextual reinforcement learning

Meta-World+: An Improved, Standardized, RL Benchmark

Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization

Meta-World+: An Improved, Standardized, RL Benchmark

Language-Conditioned Reinforcement Learning to Solve Misunderstandings with Action Corrections

Co-Authors