19 search results - page 1 / 4 » A Polynomial All Outcome Determinization for Probabilistic P... |
AIPS
2011
12 years 8 months ago
2011
Most predominant approaches in probabilistic planning utilize techniques from the more thoroughly investigated field of classical planning by determinizing the problem at hand. I...
AAAI
2008
13 years 7 months ago
2008
This paper investigates hindsight optimization as an approach for leveraging the significant advances in deterministic planning for action selection in probabilistic domains. Hind...
ISSAC
2001
Springer
13 years 9 months ago
2001
Springer
The following questions are often encountered in system and control theory. Given an algebraic model of a physical process, which variables can be, in theory, deduced from the inp...
AIPS
2009
13 years 5 months ago
2009
A planning problem is k-dependent if each action has at most k pre-conditions on variables unaffected by the action. This concept is well-founded since k is a constant for all but...
AAAI
1990
13 years 5 months ago
1990
Temporal projection-predicting future states of a changing world-has been studied mainly as a formal problem. Researchers have been concerned with getting the concepts of causalit...