200 search results - page 2 / 40 » A Nonlinear Predictive State Representation |
82
Voted
ICML
2006
IEEE
15 years 10 months ago
2006
IEEE
89
Voted
NIPS
2001
14 years 11 months ago
2001
We show that states of a dynamical system can be usefully represented by multi-step, action-conditional predictions of future observations. State representations that are grounded...
88
Voted
ATAL
2008
Springer
14 years 11 months ago
2008
Springer
Predictive state representations (PSRs) are models that represent the state of a dynamical system as a set of predictions about future events. The existing work with PSRs focuses ...
93
Voted
ICML
2006
IEEE
15 years 10 months ago
2006
IEEE
106
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ATAL
2007
Springer
15 years 1 months ago
2007
Springer
Models of agent-environment interaction that use predictive state representations (PSRs) have mainly focused on the case of discrete observations and actions. The theory of discre...