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AAAI
2008
15 years 9 months ago
Latent Tree Models and Approximate Inference in Bayesian Networks
We propose a novel method for approximate inference in Bayesian networks (BNs). The idea is to sample data from a BN, learn a latent tree model (LTM) from the data offline, and wh...
Yi Wang, Nevin Lianwen Zhang, Tao Chen
AAAI
2010
15 years 8 months ago
Dominance Testing via Model Checking
Dominance testing, the problem of determining whether an outcome is preferred over another, is of fundamental importance in many applications. Hence, there is a need for algorithm...
Ganesh Ram Santhanam, Samik Basu, Vasant Honavar
DIMEA
2007
99views Multimedia» more  DIMEA 2007»
15 years 10 months ago
Player adaptive entertainment computing
The concept of Player Adaptive Entertainment Computing (PAEC) is introduced to provide personalized experiences when interacting with the entertainment media. Two of the important ...
Kevin Kok Wai Wong
ATAL
2010
Springer
15 years 7 months ago
Risk-sensitive planning in partially observable environments
Partially Observable Markov Decision Process (POMDP) is a popular framework for planning under uncertainty in partially observable domains. Yet, the POMDP model is riskneutral in ...
Janusz Marecki, Pradeep Varakantham
WER
2004
Springer
15 years 12 months ago
Towards Requirement Traceability in TROPOS
If we are to be successful in the development of the next generation of agent oriented systems we must deal with the critical issue of requirements traceability. Failure to do so w...
Andréa Castor, Rosa Pinto, Carla T. L. L. S...