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AI
2000
Springer
14 years 11 months ago
Stochastic dynamic programming with factored representations
Markov decisionprocesses(MDPs) haveproven to be popular models for decision-theoretic planning, but standard dynamic programming algorithms for solving MDPs rely on explicit, stat...
Craig Boutilier, Richard Dearden, Moisés Go...
TNN
1998
96views more  TNN 1998»
14 years 11 months ago
Noise suppressing sensor encoding and neural signal orthonormalization
In this paper we regard first the situation where parallel channels are disturbed by noise. With the goal of maximal information conservation we deduce the conditions for a transf...
Rüdiger W. Brause, M. Rippl
TOCL
2002
110views more  TOCL 2002»
14 years 11 months ago
Abstract computability and algebraic specification
Computability and Algebraic Specification J. V. TUCKER University of Wales, Swansea and J. I. ZUCKER McMaster University Abstract computable functions are defined by abstract finit...
J. V. Tucker, Jeffery I. Zucker
TON
2002
81views more  TON 2002»
14 years 11 months ago
Robust rate control for integrated services packet networks
Abstract--Research on congestion-control algorithms has traditionally focused more on performance than on robustness of the closed-loop system to changes in network conditions. As ...
Franco Blanchini, Renato Lo Cigno, Roberto Tempo
CORR
2010
Springer
123views Education» more  CORR 2010»
14 years 10 months ago
Feature Construction for Relational Sequence Learning
Abstract. We tackle the problem of multi-class relational sequence learning using relevant patterns discovered from a set of labelled sequences. To deal with this problem, firstly...
Nicola Di Mauro, Teresa Maria Altomare Basile, Ste...