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AAAI
2007
13 years 11 months ago
Mapping and Revising Markov Logic Networks for Transfer Learning
Transfer learning addresses the problem of how to leverage knowledge acquired in a source domain to improve the accuracy and speed of learning in a related target domain. This pap...
Lilyana Mihalkova, Tuyen N. Huynh, Raymond J. Moon...
AGI
2008
13 years 10 months ago
Comirit: Commonsense Reasoning by Integrating Simulation and Logic
Rich computer simulations or quantitative models can enable an agent to realistically predict real-world behavior with precision and performance that is difficult to emulate in log...
Benjamin Johnston, Mary-Anne Williams
AAAI
2004
13 years 10 months ago
Low-Knowledge Algorithm Control
This paper addresses the question of allocating computational resources among a set of algorithms in order to achieve the best performance on a scheduling problem instance. Our pr...
Tom Carchrae, J. Christopher Beck
AAAI
2000
13 years 10 months ago
Cognitive Status and Form of Reference in Multimodal Human-Computer Interaction
We analyze a corpus of referring expressions collected from user interactions with a multimodal travel guide application. The analysis suggests that, in dramatic contrast to norma...
Andrew Kehler
AAAI
2000
13 years 10 months ago
Assessing Relevance with Extensionally Defined Principles and Cases
Expert decision-makers often explain decisions by citing general principles. In some domains, however, it is nearly impossible to define principles intensionally so that they may ...
Bruce M. McLaren, Kevin D. Ashley