368 search results - page 2 / 74 » Prediction Horizons in Agent Models |
CGF
2008
14 years 11 months ago
2008
105
Voted
SIAMCO
2010
14 years 6 months ago
2010
For discrete time nonlinear systems satisfying an exponential or finite time controllability assumption, we present an analytical formula for a suboptimality estimate for model pre...
123
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CEC
2005
IEEE
15 years 5 months ago
2005
IEEE
Abstract- We introduce metrics on sensorimotor experience at various temporal scales based on informationtheory. Sensorimotor variables through which the experience of an agent fl...
122
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AMIRE
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. We introduce mathematically rigorous metrics on agent experiences having various temporal horizons. Sensorimotor variables accessible to the agent are treated as informat...
104
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ATAL
2010
Springer
15 years 23 days ago
2010
Springer
A central problem in artificial intelligence is to choose actions to maximize reward in a partially observable, uncertain environment. To do so, we must learn an accurate model of ...