200 search results - page 2 / 40 » A Nonlinear Predictive State Representation |
ICML
2006
IEEE
16 years 12 days ago
2006
IEEE
99
Voted
NIPS
2001
15 years 1 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...
105
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ATAL
2008
Springer
15 years 1 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 ...
108
Voted
ICML
2006
IEEE
16 years 12 days ago
2006
IEEE
128
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ATAL
2007
Springer
15 years 3 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...