Title: CPT-L: An efficient model for relational stochastic processes
Authors: Thon, Ingo ×
Landwehr, Niels
De Raedt, Luc #
Issue Date: May-2008
Host Document: Proceedings of Benelearn 08 pages:27-28
Conference: Benelearn 08 location:Spa Belgium date:19-20 May 2008
Article number: 2
Abstract: Agents that learn and act in real-world environ-
ments have to cope with both complex state de-
scriptions and non-deterministic transition be-
havior of the world. Standard statistical rela-
tional learning techniques can capture this com-
plexity, but are often inefficient. We present
a simple probabilistic model for such environ-
ments based on CP-Logic. efficiency is main-
tained by restriction to a fully observable setting.
Publication status: published
KU Leuven publication type: IMa
Appears in Collections:Informatics Section
× corresponding author
# (joint) last author

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