PhD Student
Raghu Rajan
Postal address
Institut für InformatikAlbert-Ludwigs-Universität Freiburg
Sekretariat Hutter/Maschinelles Lernen
Georges-Köhler-Allee 074
79110 Freiburg, Germany
Fax
+49 761 203-74217Office
Building 74, Room 00-010
About
PhD student at the Machine Learning Group under the supervision of Frank Hutter.
I obtained my Master's degree in Computer Science with honours at the University of Freiburg with a final grade of 1.0 under the German grading system.
Previously, I have also obtained All India Ranks of top-100 twice in the GATE Computer Science examination (out of more than 115,000-150,000 candidates).
GRE Score: 170 (Quantitative), 164 (Verbal), 4.0 (Analytical Writing Assessment).
Research Interests
Reinforcement Learning, Automated Reinforcement Learning, Artificial General Intelligence
Publications
2022 |
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems Journal Article In: Journal of Artificial Intelligence Research (JAIR), vol. 74, pp. 517-568, 2022. |
2021 |
TempoRL: Learning When to Act Inproceedings In: Proceedings of the 38th International Conference on Machine Learning (ICML 2021), 2021. |
MDP Playground: A Design and Debug Testbed for Reinforcement Learning Inproceedings In: arXiv:1909.07750, 2021. |
On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning Inproceedings In: Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS)'21, 2021. |
2020 |
Towards TempoRL: Learning When to Act Inproceedings In: Workshop on Inductive Biases, Invariances and Generalization in RL (BIG@ICML'20), 2020. |
2019 |
MDP Playground: Meta-Features in Reinforcement Learning Inproceedings In: NeurIPS 2019 Deep RL Workshop, 2019. |