448 search results - page 7 / 90 » Abstraction in Predictive State Representations |
AMAST
2006
Springer
15 years 1 months ago
2006
Springer
Abstract. When designing an open system, there might be no implementation available for certain components at verification time. For such systems, verification has to be based on a...
ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
We consider the problem of estimating the policy gradient in Partially Observable Markov Decision Processes (POMDPs) with a special class of policies that are based on Predictive ...
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IPSN
2004
Springer
15 years 3 months ago
2004
Springer
This paper investigates the problem of designing decentralized representations to support monitoring and inferences in sensor networks. State-space models of physical phenomena su...
CDC
2009
IEEE
15 years 2 months ago
2009
IEEE
Abstract— We show how to compute a minimal Riccatibalanced state map and a minimal Riccati-balanced state space representation starting from an image representation of a strictly...
ACSC
2008
IEEE
14 years 11 months ago
2008
IEEE
Recurrent neural networks are able to store information about previous as well as current inputs. This "memory" allows them to solve temporal problems such as language r...