200 search results - page 2 / 40 » A Nonlinear Predictive State Representation |
ICML
2006
IEEE
14 years 7 months ago
2006
IEEE
NIPS
2001
13 years 7 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...
ATAL
2008
Springer
13 years 8 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 ...
ICML
2006
IEEE
14 years 7 months ago
2006
IEEE
ATAL
2007
Springer
13 years 10 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...