301 search results - page 3 / 61 » Approximate predictive state representations |
109
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
115
Voted
NIPS
2001
15 years 2 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...
119
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
103
Voted
ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
Predictive state representations (PSRs) are a recently proposed way of modeling controlled dynamical systems. PSR-based models use predictions of observable outcomes of tests that...
117
Voted
IJCAI
2003
15 years 2 months ago
2003
We address the problem of optimally controlling stochastic environments that are partially observable. The standard method for tackling such problems is to define and solve a Part...