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PG
2003
IEEE
15 years 12 months ago
Machine Learning for Computer Graphics: A Manifesto and Tutorial
I argue that computer graphics can benefit from a deeper use of machine learning techniques. I give an overview of what learning has to offer the graphics community, with an emph...
Aaron Hertzmann
ATAL
2003
Springer
15 years 12 months ago
Concurrent layered learning
Hierarchies are powerful tools for decomposing complex control tasks into manageable subtasks. Several hierarchical approaches have been proposed for creating agents that can exec...
Shimon Whiteson, Peter Stone
ECML
2003
Springer
15 years 12 months ago
Iteratively Extending Time Horizon Reinforcement Learning
Damien Ernst, Pierre Geurts, Louis Wehenkel
ITS
2010
Springer
115views Multimedia» more  ITS 2010»
15 years 11 months ago
In the Zone: Towards Detecting Student Zoning Out Using Supervised Machine Learning
This paper explores automatically detecting student zoning out while performing a spoken learning task. Standard supervised machine learning techniques were used to create classi...
Joanna Drummond, Diane J. Litman