From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “sample-efficient reinforcement learning” 6

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Sample-efficient reinforcement learning of Koopman eNMPC
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos, Manuel Dahmen

1

citations
SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning
2024 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Computer Science Reinforcement Learning in Robotics

Jianye Xu, Pan Hu, Bassam Alrifaee

3

citations
Sample-Efficient Reinforcement Learning for Continuous Production: A Case Study on High-Modulus Fiber Tape Spreading
2026 International Conference on Electrical, Computer and Energy Technologies (ICECET) conference-paper Computer Science Reinforcement Learning in Robotics

Konstantin L. Zähl, Christoph Henke, Patrick Böhler, Thomas Gries

0

citations
Safe Reinforcement Learning-Based Control for Hydrogen Diesel Dual-Fuel Engines
2025 IFAC-PapersOnLine article Computer Science Reinforcement Learning in Robotics Open access

Alexander Winkler, Armin Norouzi, Hongsheng Guo, Jakob Andert, David C. Gordon

3

citations
Safe Reinforcement Learning-based Control for Hydrogen Diesel Dual-Fuel Engines
2025 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Alexander Winkler, Armin Norouzi, Jakob Andert, David C. Gordon, Hongsheng Guo

0

citations
Zero-shot MARL benchmark in the Cyber-Physical Mobility Lab
2026 at - Automatisierungstechnik article Computer Science Reinforcement Learning in Robotics Open access

Julius Beerwerth, Jianye Xu, Simon Schäfer, Fynn Belderink, Bassam Alrifaee

0

citations

6 results