301 search results - page 3 / 61 » Approximate predictive state representations |
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...
93
Voted
ICML
2006
IEEE
15 years 10 months ago
2006
IEEE
78
Voted
ICML
2004
IEEE
15 years 10 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...
IJCAI
2003
14 years 11 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...