252 search results - page 3 / 51 » Planning with predictive state representations |
ECP
1997
Springer
13 years 10 months ago
1997
Springer
A possibilistic approach of planning under uncertainty has been developed recently. It applies to problems in which the initial state is partially known and the actions have graded...
AAAI
2006
13 years 7 months ago
2006
Two of the most efficient planners for planning in nondeterministic domains are MBP and ND-SHOP2. MBP achieves its efficiency by using Binary Decision Diagrams (BDDs) to represent...
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 ...