1704 search results - page 176 / 341 » Learning nonlinear dynamic models |
132
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ALS
2003
Springer
15 years 8 months ago
2003
Springer
This paper takes an overtly anticipatory stance to the understanding of animat learning and behavior. It analyses four major animal learning theories and attempts to identify the a...
153
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NIPS
2001
15 years 4 months ago
2001
We consider the problem of learning to attain multiple goals in a dynamic environment, which is initially unknown. In addition, the environment may contain arbitrarily varying ele...
128
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Predictive state representations (PSRs) have recently been proposed as an alternative to partially observable Markov decision processes (POMDPs) for representing the state of a dy...
142
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DAGM
2005
Springer
15 years 9 months ago
2005
Springer
We present an approach for the supervised online learning of object representations based on a biologically motivated architecture of visual processing. We use the output of a rece...
151
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KDD
2009
ACM
15 years 8 months ago
2009
ACM
We develop and evaluate an approach to causal modeling based on time series data, collectively referred to as“grouped graphical Granger modeling methods.” Graphical Granger mo...