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» Prediction is Deduction but Explanation is Abduction
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IJCAI
1989
14 years 4 days ago
Prediction is Deduction but Explanation is Abduction
This paper presents an approach to temporal reasoning in which prediction is deduction but explanation is abduction. It is argued that all causal laws should be expressed in the n...
Murray Shanahan
IJCAI
1993
14 years 9 days ago
Explanation in the Situation Calculus
This paper explores different techniques for explanation within the framework of the situation calculus, using the so-called stolen car problem as its main example. Two approaches...
Murray Shanahan
AMI
2009
Springer
14 years 5 months ago
SAGE: A Logical Agent-Based Environment Monitoring and Control System
Abstract. We propose SAGE, an agent-based environment monitoring and control system based on computation logic. SAGE uses forward chaining deductive inference to map low level sens...
Krysia Broda, Keith Clark, Rob Miller 0002, Alessa...
AAAI
1996
14 years 9 days ago
A Connectionist Framework for Reasoning: Reasoning with Examples
We present a connectionist architecture that supports almost instantaneous deductive and abductive reasoning. The deduction algorithm responds in few steps for single rule queries...
Dan Roth
STACS
1993
Springer
14 years 3 months ago
The Complexity of Logic-Based Abduction
Abduction is an important form of nonmonotonic reasoning allowing one to find explanations for certain symptoms or manifestations. When the application domain is described by a l...
Thomas Eiter, Georg Gottlob