Alan Fern
homepage: | http://web.engr.oregonstate.edu/~afern/ |
search externally: | Google Scholar, Springer, CiteSeer, Microsoft Academic Search, Scirus , DBlife |
Description
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.
Lectures:
tutorial Monte-Carlo Planning: Basic Principles and Recent Progress as author at 20th International Conference on Automated Planning and Scheduling (ICAPS), Toronto 2010, 12311 views |
lecture Ensemble Monte-Carlo Planning: An Empirical Study as author at 21st International Conference on Automated Planning and Scheduling (ICAPS), Freiburg 2011, 4280 views |
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lecture Toward Learning Mixture-of-Parts Pictorial Structures as author at Workshop , 5259 views |