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» Reasoning With Characteristic Models
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QEST
2010
IEEE
15 years 2 months ago
Reasoning about MDPs as Transformers of Probability Distributions
We consider Markov Decision Processes (MDPs) as transformers on probability distributions, where with respect to a scheduler that resolves nondeterminism, the MDP can be seen as ex...
Vijay Anand Korthikanti, Mahesh Viswanathan, Gul A...
IE
2007
15 years 6 months ago
The tale of Peter Rabbit: a case-study in story-sense reasoning
The telling and understanding of stories is a universal part of human experience. If we could reproduce even part of the process inside a computer, it could expand the possibiliti...
Malcolm Ryan, Nicholas Hannah, Joshua Lobb
DASFAA
2007
IEEE
175views Database» more  DASFAA 2007»
15 years 10 months ago
Bayesian Reasoning for Sensor Group-Queries and Diagnosis
As large-scale sensor networks are being deployed with the objective of collecting quality data to support user queries and decision-making, the role of a scalable query model beco...
Ankur Jain, Edward Y. Chang, Yuan-Fang Wang
KI
2007
Springer
15 years 10 months ago
Bridging the Sense-Reasoning Gap Using DyKnow: A Knowledge Processing Middleware Framework
To achieve complex missions an autonomous unmanned aerial vehicle (UAV) operating in dynamic environments must have and maintain situational awareness. This can be achieved by cont...
Fredrik Heintz, Piotr Rudol, Patrick Doherty
ICMI
2003
Springer
96views Biometrics» more  ICMI 2003»
15 years 9 months ago
Learning and reasoning about interruption
We present methods for inferring the cost of interrupting users based on multiple streams of events including information generated by interactions with computing devices, visual ...
Eric Horvitz, Johnson Apacible