595 search results - page 4 / 119 » Predictive State Representations with State Space Partitioni... |
98
Voted
ATAL
2008
Springer
15 years 7 days 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 ...
100
Voted
ICML
2006
IEEE
15 years 11 months ago
2006
IEEE
117
Voted
ATAL
2007
Springer
15 years 2 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...
89
Voted
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...
82
Voted
ICML
2004
IEEE
15 years 11 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...