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» Managing Complexity in Large Learning Robotic Systems
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GECCO
2008
Springer
182views Optimization» more  GECCO 2008»
13 years 9 months ago
Scaling ant colony optimization with hierarchical reinforcement learning partitioning
This paper merges hierarchical reinforcement learning (HRL) with ant colony optimization (ACO) to produce a HRL ACO algorithm capable of generating solutions for large domains. Th...
Erik J. Dries, Gilbert L. Peterson
WWW
2002
ACM
14 years 8 months ago
A machine learning based approach for table detection on the web
Table is a commonly used presentation scheme, especially for describing relational information. However, table understanding remains an open problem. In this paper, we consider th...
Yalin Wang, Jianying Hu
GECCO
2006
Springer
152views Optimization» more  GECCO 2006»
13 years 11 months ago
A combinatorial genetic algorithm for the configuration of the 2dF/AAOmega spectrograph at the anglo-Australian observatory
To help unravel the structure of the universe, astronomers have developed systems which observe large clusters of objects at the same time. One such system is the 2-degree field s...
Steven Manos, Geraint Lewis
VLDB
2007
ACM
128views Database» more  VLDB 2007»
14 years 8 months ago
Periscope/SQ: Interactive Exploration of Biological Sequence Databases
Life science laboratories today have to rely on procedural techniques to store and manage large sequence datasets. Procedural techniques are cumbersome to use and are often very i...
Sandeep Tata, Willis Lang, Jignesh M. Patel
IH
2009
Springer
14 years 2 months ago
Hardware-Based Public-Key Cryptography with Public Physically Unclonable Functions
Abstract. A physically unclonable function (PUF) is a multiple-input, multipleoutput, large entropy physical system that is unreproducible due to its structural complexity. A publi...
Nathan Beckmann, Miodrag Potkonjak