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ATAL
2010
Springer
13 years 2 months ago
Approximate dynamic programming with affine ADDs
The Affine ADD (AADD) is an extension of the Algebraic Decision Diagram (ADD) that compactly represents context-specific, additive and multiplicative structure in functions from a...
Scott Sanner, William T. B. Uther, Karina Valdivia...
AAAI
2011
12 years 7 months ago
An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems
Recently, a number of researchers have proposed spectral algorithms for learning models of dynamical systems—for example, Hidden Markov Models (HMMs), Partially Observable Marko...
Byron Boots, Geoffrey J. Gordon
CBMS
2002
IEEE
14 years 13 days ago
An Intelligent Agent-based Knowledge Broker for Enterprise-wide Healthcare Knowledge Procurement
Within the confines of a Healthcare Enterprise Memory (HEM), most traditional medical systems do not sufficiently provide the necessary assistance to healthcare practitioners in t...
Zafar Iqbal Hashmi, Syed Sibte Raza Abidi, Yu-N Ch...
ATAL
2003
Springer
13 years 11 months ago
Agent memory and adaptation in multi-agent systems
We describe a general mechanism for adaptation in multiagent systems in which agents modify their behavior based on their memory of past events. These behavior changes can be elic...
Kristina Lerman, Aram Galstyan
KI
2002
Springer
13 years 7 months ago
Acquisition of Landmark Knowledge from Static and Dynamic Presentation of Route Maps
This contribution reports on ongoing collaborative research at the University of Stanford, Department of Psychology, and the University of Hamburg, Department for Informatics. Ext...
Paul U. Lee, Heike Tappe, Alexander Klippel