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ICTAI
2003
IEEE
15 years 9 months ago
Q-Concept-Learning: Generalization with Concept Lattice Representation in Reinforcement Learning
One of the very interesting properties of Reinforcement Learning algorithms is that they allow learning without prior knowledge of the environment. However, when the agents use al...
Marc Ricordeau
128
Voted
ICAS
2009
IEEE
152views Robotics» more  ICAS 2009»
15 years 7 months ago
A General Model for Virtual Machines Resources Allocation in Multi-tier Distributed Systems
We propose a general model for resources allocation of virtual machines in multi-tier distributed environments. Our model describes each virtual machine and each physical host by ...
Paolo Campegiani, Francesco Lo Presti
AMDO
2006
Springer
15 years 7 months ago
Matching Two-Dimensional Articulated Shapes Using Generalized Multidimensional Scaling
We present a theoretical and computational framework for matching of two-dimensional articulated shapes. Assuming that articulations can be modeled as near-isometries, we show an a...
Alexander M. Bronstein, Michael M. Bronstein, Alfr...
149
Voted
ASIACRYPT
2008
Springer
15 years 5 months ago
Generalized Identity Based and Broadcast Encryption Schemes
Abstract. We provide a general framework for constructing identitybased and broadcast encryption systems. In particular, we construct a general encryption system called spatial enc...
Dan Boneh, Michael Hamburg
ICML
2000
IEEE
16 years 4 months ago
Bounds on the Generalization Performance of Kernel Machine Ensembles
We study the problem of learning using combinations of machines. In particular we present new theoretical bounds on the generalization performance of voting ensembles of kernel ma...
Luis Pérez-Breva, Massimiliano Pontil, Theo...