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ECP
1999
Springer
190views Robotics» more  ECP 1999»
13 years 11 months ago
Probabilistic Planning in the Graphplan Framework
We consider the problem of planning optimally in potentially concurrent probabilistic domains: actions have probabilistic effects and may execute in parallel under certain conditi...
Avrim Blum, John Langford
AIPS
2006
13 years 9 months ago
Concurrent Probabilistic Planning in the Graphplan Framework
We consider the problem of planning optimally in potentially concurrent probabilistic domains: actions have probabilistic effects and may execute in parallel under certain conditi...
Iain Little, Sylvie Thiébaux
SFM
2010
Springer
231views Formal Methods» more  SFM 2010»
14 years 17 days ago
Probabilistic Semantics and Program Analysis
Alessandra Di Pierro, Chris Hankin, Herbert Wiklic...
EDBT
2011
ACM
205views Database» more  EDBT 2011»
12 years 11 months ago
A probabilistic XML merging tool
This demonstration paper presents a probabilistic XML data merging tool, that represents the outcome of semi-structured document integration as a probabilistic tree. The system is...
Talel Abdessalem, M. Lamine Ba, Pierre Senellart
ICML
2004
IEEE
14 years 8 months ago
Variational methods for the Dirichlet process
Variational inference methods, including mean field methods and loopy belief propagation, have been widely used for approximate probabilistic inference in graphical models. While ...
David M. Blei, Michael I. Jordan