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ISMIS
2005
Springer
15 years 3 months ago
Normal Forms for Knowledge Compilation
A class of formulas called factored negation normal form is introduced. They are closely related to BDDs, but there is a DPLL-like tableau procedure for computing them that operate...
Reiner Hähnle, Neil V. Murray, Erik Rosenthal
AAAI
2006
14 years 11 months ago
Compiling Uncertainty Away: Solving Conformant Planning Problems using a Classical Planner (Sometimes)
Even under polynomial restrictions on plan length, conformant planning remains a very hard computational problem as plan verification itself can take exponential time. This heavy ...
Héctor Palacios, Hector Geffner
AAAI
1990
14 years 10 months ago
QPC: A Compiler from Physical Models into Qualitative Differential Equations
Qualitative reasoning can, and should, be decomposed into a model-building task, which creates a qualitative differential equation (QDE) as a model of a physical situation, and a ...
James M. Crawford, Adam Farquhar, Benjamin Kuipers
KR
2004
Springer
15 years 3 months ago
From Hybrid Systems to Universal Plans Via Domain Compilation
While universal plans tell a system how to reach a goal regardless of what state it is in, such plans can be too large to represent. Hybrid systems execute plans where each action...
Anthony Barrett
TABLEAUX
2009
Springer
15 years 2 months ago
Tableaux for Projection Computation and Knowledge Compilation
Projection computation is a generalization of second-order quantifier elimination, which in turn is closely related to the computation of forgetting and of uniform interpolants. O...
Christoph Wernhard