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ECML
2007
Springer
14 years 2 months ago
Imitation Learning Using Graphical Models
Imitation-based learning is a general mechanism for rapid acquisition of new behaviors in autonomous agents and robots. In this paper, we propose a new approach to learning by imit...
Deepak Verma, Rajesh P. N. Rao
ECSQARU
2007
Springer
14 years 2 months ago
Syntactic Propositional Belief Bases Fusion with Removed Sets
Abstract. The problem of merging multiple sources information is central in several domains of computer science. In knowledge representation for artificial intelligence, several a...
Julien Hué, Odile Papini, Eric Würbel
ER
2007
Springer
123views Database» more  ER 2007»
14 years 2 months ago
Enriching OWL with Instance Recognition Semantics for Automated Semantic Annotation
Although OWL provides a solid basis for many semantic-web applications, it lacks sufficient declarative semantics for instance recognition. This omission prevents OWL from being a ...
Yihong Ding, David W. Embley, Stephen W. Liddle
FPL
2007
Springer
138views Hardware» more  FPL 2007»
14 years 2 months ago
Bringing High-Performance Reconfigurable Computing to Exact Computations
Numerical non-robustness is a recurring phenomenon in scientific computing. It is primarily caused by numerical errors arising because of fixed-precision arithmetic in integer and...
Esam El-Araby, Ivan Gonzalez, Tarek A. El-Ghazawi
GECCO
2007
Springer
276views Optimization» more  GECCO 2007»
14 years 2 months ago
Meta-optimizing semantic evolutionary search
I present MOSES (meta-optimizing semantic evolutionary search), a new probabilistic modeling (estimation of distribution) approach to program evolution. Distributions are not esti...
Moshe Looks