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» Modeling task allocation using a decision theoretic model
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AAAI
2006
15 years 3 months ago
Decision Tree Methods for Finding Reusable MDP Homomorphisms
straction is a useful tool for agents interacting with environments. Good state abstractions are compact, reuseable, and easy to learn from sample data. This paper and extends two...
Alicia P. Wolfe, Andrew G. Barto
141
Voted
GECCO
2005
Springer
195views Optimization» more  GECCO 2005»
15 years 7 months ago
Evolving fuzzy decision tree structure that adapts in real-time
A fuzzy logic algorithm has been developed that automatically allocates electronic attack (EA) resources distributed over different platforms in real-time. The controller must be ...
James F. Smith III
GI
2009
Springer
15 years 6 months ago
A Domain Specific Language for Project Execution Models
: The modeling of strategies for deriving valid project plans is a core task in development process’s design. Strategies are used for planning and for the validation of concrete ...
Eugen Wachtel, Marco Kuhrmann, Georg Kalus
ICMLA
2009
14 years 11 months ago
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
Mark Kroon, Shimon Whiteson
122
Voted
ECML
2007
Springer
15 years 5 months ago
Ordinal Classification with Decision Rules
We consider the problem of ordinal classification, in which a value set of the decision attribute (output, dependent variable) is finite and ordered. This problem shares some chara...
Krzysztof Dembczynski, Wojciech Kotlowski, Roman S...