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AAAI
2008
14 years 1 months ago
POIROT - Integrated Learning of Web Service Procedures
POIROT is an integration framework for combining machine learning mechanisms to learn hierarchical models of web services procedures from a single or very small set of demonstrati...
Mark H. Burstein, Robert Laddaga, David McDonald, ...
IDEAL
2007
Springer
14 years 5 months ago
Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems
Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Is...
ATAL
2006
Springer
14 years 2 months ago
A model of emotions for situated agents
Emotion is an essential element of human behavior. Particularly in stressful situations such as combat, it is at least as important as rational analysis in determining a participa...
H. Van Dyke Parunak, Robert Bisson, Sven Brueckner...
AAAI
1993
14 years 3 days ago
Learning Semantic Grammars with Constructive Inductive Logic Programming
Automating the construction of semantic grammars is a di cult and interesting problem for machine learning. This paper shows how the semantic-grammar acquisition problem can be vi...
John M. Zelle, Raymond J. Mooney
AAAI
1998
14 years 4 days ago
A Framework for Reinforcement Learning on Real Robots
Learning on real robots in an real, unaltered environment provides an extremely challenging problem. Many of the simplifying assumptions made in other areas of learning cannot be ...
William D. Smart, Leslie Pack Kaelbling