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» Using Prior Knowledge: Problems and Solutions
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KCAP
2003
ACM
15 years 4 months ago
Building large knowledge bases by mass collaboration
Acquiring knowledge has long been the major bottleneck preventing the rapid spread of AI systems. Manual approaches are slow and costly. Machine-learning approaches have limitatio...
Matthew Richardson, Pedro Domingos
LREC
2010
127views Education» more  LREC 2010»
15 years 1 months ago
A Use Case for Controlled Languages as Interfaces to Semantic Web Applications
Although the Semantic web is steadily gaining in popularity, it remains a mystery to a large percentage of Internet users. This can be ed to the complexity of the technologies tha...
Pradeep Dantuluri, Brian Davis, Siegfried Handschu...
112
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ATAL
2010
Springer
14 years 11 months ago
PAC-MDP learning with knowledge-based admissible models
PAC-MDP algorithms approach the exploration-exploitation problem of reinforcement learning agents in an effective way which guarantees that with high probability, the algorithm pe...
Marek Grzes, Daniel Kudenko
ICASSP
2009
IEEE
14 years 9 months ago
Fixed SINR solutions for the MIMO wiretap channel
This paper studies the use of artificial interference in reducing the likelihood that a message transmitted between two multiantenna nodes is intercepted by an undetected eavesdro...
A. Lee Swindlehurst
IJMMS
2000
104views more  IJMMS 2000»
14 years 11 months ago
An experiment in agent teaching by subject matter experts
This paper presents a successful knowledge acquisition experiment in which subject matter experts that did not have any prior knowledge engineering experience succeeded to teach t...
Gheorghe Tecuci, Mihai Boicu, Michael Bowman, Dori...