I am interested in long-term intelligent decision-making, and machine learning and AI in general. My research focuses on the intersection between reinforcement learning and tree search, especially to improve the exploration/exploitation trade-off. Earlier work focused on the same challenge from a Bayesian deep learning perspective.
Keywords: Reinforcement learning, machine learning, Monte Carlo Tree Search, (Bayesian) deep learning, variational inference, predictive uncertainty.
T.M. (Thomas) Moerland
Delft University of Technology
Mathematics & Computer Science building,
Van Mourik Broekmanweg 6, 2628 XE, Delft
Curriculum vitae :