Publications

Martin Waltz, und Ostap Okhrin. Spatial–temporal recurrent reinforcement learning for autonomous ships. Neural Networks, (165):634-653, 2023. [PUMA: topic_engineering Autonomous COLREG Deep Recurrency, learning, reinforcement surface vehicle] URL

Niklas Paulig, und Ostap Okhrin. Robust path following on rivers using bootstrapped reinforcement learning. Ocean Engineering, (298):117207, 2024. [PUMA: topic_engineering Autonomous Deep Path Restricted following; learning; reinforcement surface vessel waterways] URL

Jean Shin, Shaojie Ma, Edith Hofer, Yash Patel, Daniel E Vosberg, Steven Tilley, Gennady V Roshchupkin, André M M Sousa, Xueqiu Jian, Rebecca Gottesman, Thomas H Mosley, Myriam Fornage, Yasaman Saba, Lukas Pirpamer, Reinhold Schmidt, Helena Schmidt, Amaia Carrion-Castillo, Fabrice Crivello, Bernard Mazoyer, Joshua C Bis, Shuo Li, Qiong Yang, Michelle Luciano, Sherif Karama, Lindsay Lewis, Mark E Bastin, Mathew A Harris, Joanna M Wardlaw, Ian E Deary, Markus Scholz, Markus Loeffler, A Veronica Witte, Frauke Beyer, Arno Villringer, Nicola J Armstrong, Karen A Mather, David Ames, Jiyang Jiang, John B Kwok, Peter R Schofield, Anbupalam Thalamuthu, Julian N Trollor, Margaret J Wright, Henry Brodaty, Wei Wen, Perminder S Sachdev, Natalie Terzikhan, Tavia E Evans, Hieab H H H Adams, M Arfan Ikram, Stefan Frenzel, Sandra van der Auwera-Palitschka, Katharina Wittfeld, Robin Bülow, Hans Jörgen Grabe, Christophe Tzourio, Aniket Mishra, Sophie Maingault, Stephanie Debette, Nathan A Gillespie, Carol E Franz, William S Kremen, Linda Ding, Neda Jahanshad, ENIGMA Consortium, Nenad Sestan, Zdenka Pausova, Sudha Seshadri, Tomas Paus, und neuroCHARGE Working Group. Global and regional development of the human cerebral cortex: Molecular architecture and occupational aptitudes. Cereb. Cortex, (30)7:4121--4139, Oxford University Press (OUP), Juni 2020. [PUMA: aptitude area; association brain cortical development; genome-wide occupational study; surface thickness;]