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AIPS
2009
15 years 7 months ago
Inference and Decomposition in Planning Using Causal Consistent Chains
Current state-of-the-art planners solve problems, easy and hard alike, by search, expanding hundreds or thousands of nodes. Yet, given the ability of people to solve easy problems...
Nir Lipovetzky, Hector Geffner
ACSD
2010
IEEE
251views Hardware» more  ACSD 2010»
15 years 4 months ago
Modular Interpretation of Heterogeneous Modeling Diagrams into Synchronous Equations Using Static Single Assignment
Abstract--The ANR project SPaCIFY develops a domainspecific programming environment, Synoptic, to engineer embedded software for space applications. Synoptic is an Eclipse-based mo...
Jean-Pierre Talpin, Julien Ouy, Thierry Gautier, L...
ICCV
2009
IEEE
16 years 11 months ago
Weakly supervised discriminative localization and classification: a joint learning process
Visual categorization problems, such as object classification or action recognition, are increasingly often approached using a detection strategy: a classifier function is first ...
Minh Hoai Nguyen, Lorenzo Torresani, Fernando de l...
CVPR
2004
IEEE
16 years 8 months ago
Value Directed Learning of Gestures and Facial Displays
This paper presents a method for learning decision theoretic models of facial expressions and gestures from video data. We consider that the meaning of a facial display or gesture...
Jesse Hoey, James J. Little
ICML
2008
IEEE
16 years 7 months ago
Exploration scavenging
We examine the problem of evaluating a policy in the contextual bandit setting using only observations collected during the execution of another policy. We show that policy evalua...
John Langford, Alexander L. Strehl, Jennifer Wortm...