19 search results - page 1 / 4 » A Polynomial All Outcome Determinization for Probabilistic P... |
97
Voted
AIPS
2011
14 years 1 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
14 years 12 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...
87
Voted
ISSAC
2001
Springer
15 years 2 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
14 years 10 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
14 years 10 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...