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» State Aggregation and Population Dynamics in Linear Systems
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HICSS
2003
IEEE
101views Biometrics» more  HICSS 2003»
14 years 2 months ago
Displaying Aggregate Data, Interrelated Quantities, and Data Trends in Electric Power Systems
This paper describes a number of effective techniques for visualizing some of the more complex data relationships that characterize an electric power system in real time. Power sy...
Ray Klump, Warren Wu, Greg Dooley
GECCO
2005
Springer
204views Optimization» more  GECCO 2005»
14 years 2 months ago
Modeling systems with internal state using evolino
Existing Recurrent Neural Networks (RNNs) are limited in their ability to model dynamical systems with nonlinearities and hidden internal states. Here we use our general framework...
Daan Wierstra, Faustino J. Gomez, Jürgen Schm...
INFOCOM
1995
IEEE
14 years 10 days ago
Estimation of Aggregate Effective Bandwidth for Traffic Admission in ATM Networks
A framework for adaptive bandwidth mana ement in ATM based networks is presented. +he central concept of this approach is an adaptive estimation of the aggregate effective bandwid...
Zbigniew Dziong, Boris Shukhman, Lorne Mason
ICML
2006
IEEE
14 years 2 months ago
Automatic basis function construction for approximate dynamic programming and reinforcement learning
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
Philipp W. Keller, Shie Mannor, Doina Precup
CVPR
2008
IEEE
14 years 10 months ago
A recursive filter for linear systems on Riemannian manifolds
We present an online, recursive filtering technique to model linear dynamical systems that operate on the state space of symmetric positive definite matrices (tensors) that lie on...
Ambrish Tyagi, James W. Davis