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Thommen George Karimpanal
Research Fellow, Applied Artificial Intelligence Institute
My academic interests lie in the fields of reinforcement learning, life-long learning, bio-inspired learning algorithms and optimization applied to control problems. My current research focuses on the safe and sample-efficient training of reinforcement learning agents through the autonomous inference of domain priors, as well as other mechanisms that contribute towards the agent's domain-awareness.
News & Updates
I will be serving as a program commttee member for ICML and IJCAI, 2023 and for ALA workshop@AAMAS, 2023
thommengk at gmail dot com
PhD positions available in reinforcement learning (safe/model-based/transfer/human-aligned/explainable learning)
Postdoc positions may also be available. Contact me if interested.
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