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AI
2006
Springer
15 years 9 months ago
Belief Selection in Point-Based Planning Algorithms for POMDPs
Abstract. Current point-based planning algorithms for solving partially observable Markov decision processes (POMDPs) have demonstrated that a good approximation of the value funct...
Masoumeh T. Izadi, Doina Precup, Danielle Azar
GECCO
2006
Springer
202views Optimization» more  GECCO 2006»
15 years 9 months ago
Inference of genetic networks using S-system: information criteria for model selection
In this paper we present an evolutionary approach for inferring the structure and dynamics in gene circuits from observed expression kinetics. For representing the regulatory inte...
Nasimul Noman, Hitoshi Iba
ESWS
2008
Springer
15 years 7 months ago
Combining Context Navigation with Semantic Autocompletion to Solve Problems in Concept Selection
Many tasks on the semantic web require the user to choose concepts from a limited vocabulary e.g. for describing an indexed resource or for use in semantic search. Semantic autocom...
Reetta Sinkkilä, Eetu Mäkelä, Eero ...
AAAI
2010
15 years 7 months ago
Hydra: Automatically Configuring Algorithms for Portfolio-Based Selection
The AI community has achieved great success in designing high-performance algorithms for hard combinatorial problems, given both considerable domain knowledge and considerable eff...
Lin Xu, Holger Hoos, Kevin Leyton-Brown
149
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COMMA
2008
15 years 7 months ago
A Methodology for Action-Selection using Value-Based Argumentation
This paper describes a method for decision making using argumentation. The method is intended to produce the decision considered most likely to promote the agent's aims and as...
Fahd Saud Nawwab, Trevor J. M. Bench-Capon, Paul E...