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IJCNN
2008
IEEE
15 years 5 months ago
Feature selection based on kernel discriminant analysis for multi-class problems
— We propose a feature selection criterion based on kernel discriminant analysis (KDA) for an -class problem, which finds eigenvectors on which the projected class data are loca...
Tsuneyoshi Ishii, Shigeo Abe
ANTSW
2006
Springer
15 years 3 months ago
Negotiation of Goal Direction for Cooperative Transport
In this paper, we study the cooperative transport of a heavy object by a group of robots towards a goal. We investigate the case in which robots have partial and noisy knowledge of...
Alexandre Campo, Shervin Nouyan, Mauro Birattari, ...
ANTSW
2010
Springer
14 years 9 months ago
Coordinating Heterogeneous Swarms through Minimal Communication among Homogeneous Sub-swarms
robotics, the agents are often assumed to be identical. In this abstract, we argue that the cooperation between swarms of different kinds of robots can enhance the capabilities of ...
Carlo Pinciroli, Rehan O'Grady, Anders Lyhne Chris...
AAAI
2011
13 years 11 months ago
Multi-Observation Sensor Resetting Localization with Ambiguous Landmarks
Successful approaches to the robot localization problem include Monte Carlo particle filters, which estimate non-parametric localization belief distributions. However, particle ...
Brian Coltin, Manuela M. Veloso
ATAL
2009
Springer
15 years 5 months ago
Leader-follower strategies for robotic patrolling in environments with arbitrary topologies
Game theoretic approaches to patrolling have become a topic of increasing interest in the very last years. They mainly refer to a patrolling mobile robot that preserves an environ...
Nicola Basilico, Nicola Gatti, Francesco Amigoni