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SCAI
2008
13 years 9 months ago
Fast Learning in an Actor-Critic Architecture with Reward and Punishment
Abstract. A reinforcement architecture is introduced that consists of three complementary learning systems with different generalization abilities. The ACTOR learns state-action as...
Christian Balkenius, Stefan Winberg
WCRE
2006
IEEE
14 years 1 months ago
An Empirical Study of Executable Concept Slice Size
An Executable Concept Slice extracts from a program an executable subprogram that captures the semantics of a specified high-level concept from the program. Executable concept sl...
David Binkley, Nicolas Gold, Mark Harman, Zheng Li...
NAACL
2003
13 years 9 months ago
Semantic Coherence Scoring Using an Ontology
In this paper we present ONTOSCORE, a system for scoring sets of concepts on the basis of an ontology. We apply our system to the task of scoring alternative speech recognition hy...
Iryna Gurevych, Rainer Malaka, Robert Porzel, Hans...
ICPR
2002
IEEE
14 years 18 days ago
Neighborhood Coherence and Edge Based Approaches to Film Scene Extraction
In order to enable high-level semantics-based video annotation and interpretation, we tackle the problem of automatic decomposition of motion pictures into meaningful story units,...
Ba Tu Truong, Svetha Venkatesh, Chitra Dorai
ICASSP
2008
IEEE
14 years 2 months ago
Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence
This paper analyzes the performance of the simple thresholding algorithm for sparse signal representations. In particular, in order to be more realistic we introduce a new probabi...
Mohammad Golbabaee, Pierre Vandergheynst