Jost Tobias Springenberg is affiliated with the University of Freiburg in Germany. The primary field of study for Springenberg is Computer Science, with a focus on several subfields including Artificial Intelligence, Computational Theory and Mathematics, Computer Vision and Pattern Recognition, Management Science and Operations Research, as well as Control and Systems Engineering.
Springenberg's research topics cover a range of areas within these fields. The main topics of work include:
The scientist has contributed to various research papers, primarily published in recognized venues such as arXiv (Cornell University) and the 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Recent papers include:
Springenberg frequently collaborates with a group of co-authors, including:
This collaboration pattern suggests engagement with other researchers who have contributed widely to artificial intelligence and robotics domains. The corpus of work demonstrates repeated exploration of reinforcement learning methodologies aimed at robotic applications, as well as theoretical aspects related to dynamic programming and machine learning robustness.
Jost Tobias Springenberg;Alexey Dosovitskiy;Thomas Brox;Martin A. Riedmiller
Robin Tibor Schirrmeister;Jost Tobias Springenberg;Lukas Dominique Josef Fiederer;Martin Glasstetter
Matthias Feurer;Aaron Klein;Katharina Eggensperger;Jost Tobias Springenberg
Matthias Feurer;Aaron Klein;Katharina Eggensperger;Jost Tobias Springenberg
Alexey Dosovitskiy;Jost Tobias Springenberg;Martin Riedmiller;Thomas Brox
Alexey Dosovitskiy;Jost Tobias Springenberg;Thomas Brox
Alexey Dosovitskiy;Philipp Fischer;Jost Tobias Springenberg;Martin Riedmiller
Andreas Eitel;Jost Tobias Springenberg;Luciano Spinello;Martin Riedmiller
Manuel Watter;Jost Tobias Springenberg;Joschka Boedecker;Martin Riedmiller
Tobias Domhan;Jost Tobias Springenberg;Frank Hutter
Unknown
Matthias Feurer;Jost Tobias Springenberg;Frank Hutter
Alvaro Sanchez-Gonzalez;Nicolas Heess;Jost Tobias Springenberg;Josh Merel
Jost Tobias Springenberg;Aaron Klein;Stefan Falkner;Frank Hutter
Jost Tobias Springenberg
Martin A. Riedmiller;Roland Hafner;Thomas Lampe;Michael Neunert
Alexey Dosovitskiy;Jost Tobias Springenberg;Maxim Tatarchenko;Thomas Brox
Abbas Abdolmaleki;Jost Tobias Springenberg;Yuval Tassa;Rémi Munos
Jingwei Zhang;Jost Tobias Springenberg;Joschka Boedecker;Wolfram Burgard
Jost Tobias Springenberg
Karol Hausman;Jost Tobias Springenberg;Ziyu Wang;Nicolas Heess
Ziyu Wang;Alexander Novikov;Konrad Zolna;Jost Tobias Springenberg
Noah Siegel;Jost Tobias Springenberg;Felix Berkenkamp;Abbas Abdolmaleki
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Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute
Publications: 31
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