Research Interests

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 PC member for the Adaptive and Learning Agents workshop at AAMAS, 2022
https://ala2022.github.io/#pc

January, 2022

Contact me:

thommengk at gmail dot com

Postdoc positions may also be available. Contact me if interested.

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