Niklas Höpner

According to our database, Niklas Höpner authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

Automatic Evaluation Metrics for Artificially Generated Scientific Research.

Niklas Höpner, Leon Eshuijs, Dimitrios Alivanistos, Giacomo Zamprogno, Ilaria Tiddi

CoRR, March, 2025

Making Universal Policies Universal.

Niklas Höpner, David Kuric, Herke van Hoof

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Data Augmentation for Instruction Following Policies via Trajectory Segmentation.

Niklas Höpner, Ilaria Tiddi, Herke van Hoof

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2023

A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning.

Arrasy Rahman, Ignacio Carlucho, Niklas Höpner, Stefano V. Albrecht

J. Mach. Learn. Res., 2023

2022

Leveraging Class Abstraction for Commonsense Reinforcement Learning via Residual Policy Gradient Methods.

Niklas Höpner, Ilaria Tiddi, Herke van Hoof

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning.

Arrasy Rahman, Niklas Höpner, Filippos Christianos, Stefano V. Albrecht

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Open Ad Hoc Teamwork using Graph-based Policy Learning.

Arrasy Rahman, Niklas Höpner, Filippos Christianos, Stefano V. Albrecht

CoRR, 2020