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ICML
2008
IEEE
16 years 7 months ago
Sample-based learning and search with permanent and transient memories
We present a reinforcement learning architecture, Dyna-2, that encompasses both samplebased learning and sample-based search, and that generalises across states during both learni...
David Silver, Martin Müller 0003, Richard S. ...
198
Voted
IUI
2004
ACM
16 years 4 days ago
An intelligent assistant for interactive workflow composition
Complex applications in many areas, including scientific computations and business-related web services, are created from collections of components to form workflows. In many case...
Jihie Kim, Marc Spraragen, Yolanda Gil
NOMS
2008
IEEE
112views Communications» more  NOMS 2008»
16 years 1 months ago
CyberPlanner: A comprehensive toolkit for network service providers
—With the increased network size and diversity, and the proliferation in applications and services, the network service providers are faced with a flood of information from many...
Raouf Boutaba, Jin Xiao, Issam Aib
CBMS
2006
IEEE
16 years 23 days ago
Automatic Segmentation of Neck CT Images
In this era of cross-sectional imaging, it is useful to think of the neck in terms of adjacent anatomical spaces separated by fascial layers extended from the skull base to the th...
Chia-Chi Teng, Linda G. Shapiro, Ira Kalet
KR
1989
Springer
15 years 10 months ago
Situated Control Rules
In this work we extend the work of Dean, Kaelbling, Kirman and Nicholson on planning under time constraints in stochastic domains to handle more complicated scheduling problems. I...
Mark Drummond