30167 Hannover
I work on methods to deploy Reinforcement Learning in applications beyond games and simulators. This involves working on Representation Learning in RL, Meta-RL, Optimization in RL, and Algorithm configuration.
Research Interests
- Generalization in Reinforcement Learning
- Representation learning
- Automated Reinforcement Learning
- Meta Reinforcement Learning
Curriculum Vitae
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Work Experience
October, 2021 - Present: Doctoral Researcher in the Automated Machine Learning group at Leibniz University of Hannover
September, 2020 - December, 2020: Research Intern at Learning and Intelligent Systems Group at the Technical University of Berlin
July, 2018 - September, 2019: Analyst in the Risk Consulting team in KPMG India
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Education
October, 2021 - Present: Ph.D. candidate at the Leibniz University Hannover
2019 - 2021: M.Sc. in Autonomous Systems at the Teschnische Universität Berlin and EURECOM
- Thesis: AI agents that quickly adapt to a partner for Ad.hoc cooperation in the game of Hanabi
- Supervisor: Prof. Dr. Klaus Obermayer
2014 - 2018: B.Tech in Electronics and Communication Engineering at Manipal Institute of Technology
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Office Hours
Feel free to book a 30-minute slot in my calendar if you want to want to talk to me. These office hours are open to everyone. For longer meetings or different times, please email me.
Publications
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