113 search results - page 1 / 23 » Predictive state representations with options |
82
Voted
ICML
2006
IEEE
15 years 10 months ago
2006
IEEE
IJCAI
2007
14 years 11 months ago
2007
Most work on Predictive Representations of State (PSRs) has focused on learning and planning in unstructured domains (for example, those represented by flat POMDPs). This paper e...
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...
ATAL
2008
Springer
14 years 11 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 ...
93
Voted
ICML
2006
IEEE
15 years 10 months ago
2006
IEEE