Alan Fern
homepage:http://web.engr.oregonstate.edu/~afern/
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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:

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tutorial
flag Monte-Carlo Planning: Basic Principles and Recent Progress
as author at  20th International Conference on Automated Planning and Scheduling (ICAPS), Toronto 2010,
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lecture
flag Ensemble Monte-Carlo Planning: An Empirical Study
as author at  21st International Conference on Automated Planning and Scheduling (ICAPS), Freiburg 2011,
4280 views
[syn]  5259 views, 36:25  
lecture
flag Toward Learning Mixture-of-Parts Pictorial Structures
as author at  Workshop ,
5259 views