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» Advice on Abductive Logic
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AI
2008
Springer
14 years 10 months ago
What makes propositional abduction tractable
Abduction is a fundamental form of nonmonotonic reasoning that aims at finding explanations for observed manifestations. This process underlies many applications, from car configu...
Gustav Nordh, Bruno Zanuttini
ECML
2006
Springer
15 years 2 months ago
Skill Acquisition Via Transfer Learning and Advice Taking
We describe a reinforcement learning system that transfers skills from a previously learned source task to a related target task. The system uses inductive logic programming to ana...
Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richa...
AMAI
2004
Springer
15 years 3 months ago
Production Inference, Nonmonotonicity and Abduction
We introduce a general formalism of production inference relations that posses both a standard monotonic semantics and a natural nonmonotonic semantics. The resulting nonmonotonic...
Alexander Bochman
RR
2010
Springer
14 years 8 months ago
A Probabilistic Abduction Engine for Media Interpretation Based on Ontologies
For multimedia interpretation, and in particular for the combined interpretation of information coming from different modalities, a semantically well-founded formalization is requ...
Oliver Gries, Ralf Möller, Anahita Nafissi, M...
RR
2007
Springer
15 years 4 months ago
A Rule-Based Approach for Reasoning About Collaboration Between Smart Web Services
We present a vision of smart, goal-oriented web services that reason about other services’ policies and evaluate the possibility of future interactions. We assume web services wh...
Marco Alberti, Federico Chesani, Marco Gavanelli, ...