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» Control Structures in Hypothesis Spaces: The Influence on Le...
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ML
2002
ACM
100views Machine Learning» more  ML 2002»
13 years 5 months ago
Structure in the Space of Value Functions
Solving in an efficient manner many different optimal control tasks within the same underlying environment requires decomposing the environment into its computationally elemental ...
David J. Foster, Peter Dayan
COR
2010
146views more  COR 2010»
13 years 5 months ago
A search space "cartography" for guiding graph coloring heuristics
We present a search space analysis and its application in improving local search algorithms for the graph coloring problem. Using a classical distance measure between colorings, w...
Daniel Cosmin Porumbel, Jin-Kao Hao, Pascale Kuntz
CSB
2003
IEEE
111views Bioinformatics» more  CSB 2003»
13 years 10 months ago
A Contradiction-Based Framework for Testing Gene Regulation Hypotheses
We have developed a mathematical framework for representing and testing hypotheses about gene, protein, and signaling molecule interactions. It takes a hierarchical, contradiction...
Steve Racunas, Nigam Shah, Nina V. Fedoroff
ATAL
2006
Springer
13 years 7 months ago
Selecting informative actions improves cooperative multiagent learning
In concurrent cooperative multiagent learning, each agent simultaneously learns to improve the overall performance of the team, with no direct control over the actions chosen by i...
Liviu Panait, Sean Luke
ECTEL
2009
Springer
13 years 3 months ago
Experience Structuring Factors Affecting Learning in Family Visits to Museums
Abstract. This paper describes the design and evaluation of an adaptive museum guide for families. In the Kurio system, a mixture of embedded and tangible technology imbues the mus...
Marek Hatala, Karen Tanenbaum, Ron Wakkary, Kevin ...