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My primary research interests are in the field of artificial intelligence, where I focus on the sub-areas of machine learning and automated planning. I am particularly interested in the intersection of these two areas where we develop algorithms that learn to plan more effectively based on past experiences.
Monte-Carlo Planning: Basic Principles and Recent Progress
as author at 20th International Conference on Automated Planning and Scheduling (ICAPS), Toronto 2010,
Ensemble Monte-Carlo Planning: An Empirical Study
as author at 21st International Conference on Automated Planning and Scheduling (ICAPS), Freiburg 2011,
Toward Learning Mixture-of-Parts Pictorial Structures
as author at Workshop ,