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OPSF854

⇧ Exploratory Research Space: Seed Fund (2) als Anschubfinanzierung zur Erforschung neuer interdisziplinärer Ideen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster Frauenknecht, B.RWTH* ; Subhasish, D.RWTH* ; Solowjow, F.RWTH* ; Trimpe, J. S.RWTH*
On Rollouts in Model-Based Reinforcement Learning
202518. European Workshop on Reinforcement Learning, EWRL 2025, TübingenTübingen, Germany, 17 Sep 2025 - 19 Sep 20252025-09-172025-09-19     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster Frauenknecht, B.RWTH* ; Subhasish, D.RWTH* ; Solowjow, F.RWTH* ; Trimpe, J. S.RWTH*
Infoprop: Precise Long-Horizon Planning With Accumulated Uncertainty Quantification Using Learned Dynamics Models
20251. German Robotics Conference, GRC, NürnbergNürnberg, Germany, 13 Mar 2025 - 15 Mar 20252025-03-132025-03-15     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Frauenknecht, B.RWTH* ; Subhasish, D.RWTH* ; Solowjow, F.RWTH* ; Trimpe, J. S.RWTH*
On Rollouts in Model-Based Reinforcement Learning
2025The Thirteenth International Conference on Learning Representations : ICLR 2025 : SingaporeApr 24 2025
13. International Conference on Learning Representations, ICLR 2025, SingaporeSingapore, Singapore, 24 Apr 2025 - 28 Apr 20252025-04-242025-04-28     Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Frauenknecht, B. (Corresponding author)RWTH* ; Subhasish, D. (Corresponding author)RWTH* ; Solowjow, F. (Corresponding author)RWTH* ; Trimpe, J. S. (Corresponding author)RWTH*
On Rollouts in Model-based Reinforcement Learning
2025The Thirteenth International Conference on Learning Representations : ICLR 2025
13. International Conference on Learning Representations, ICRL 2025, SingaporeSingapore, Singapore, 24 Apr 2025 - 28 Apr 20252025-04-242025-04-28 1-26 (2025)2025     Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Cayci, S. ; Eryilmaz, A.
Recurrent Natural Policy Gradient for POMDPs
Transactions on machine learning research 2025(10), 1-36 (2025)2025     Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Cayci, S. (Corresponding author)RWTH* ; Eryilmaz, A.
Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis
SIAM journal on mathematics of data science 7(2), 826-854 (2025) [10.1137/24M1642500]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Müller, J. (Corresponding author)RWTH* ; Cayci, S.RWTH* ; Montúfar, G.
Fisher–Rao Gradient Flows of Linear Programs and State-Action Natural Policy Gradients
SIAM journal on optimization 35(2), 1060-1088 (2025) [10.1137/24M1653422]2025   BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |