138 search results - page 3 / 28 » Representations of Decision-Theoretic Planning Tasks |
AI
2007
Springer
13 years 12 months ago
2007
Springer
DEC-POMDPs provide formal models of many cooperative multiagent problems, but their complexity is NEXP-complete in general. We investigate a sub-class of DEC-POMDPs termed multiage...
AAAI
2008
13 years 8 months ago
2008
Building architectures for autonomous rational behavior requires the integration of several AI components, such as planning, learning and execution monitoring. In most cases, the ...
AAAI
1996
13 years 7 months ago
1996
Markov decision processes (MDPs) are a very popular tool for decision theoretic planning (DTP), partly because of the welldeveloped, expressive theory that includes effective solu...
BIRTHDAY
2005
Springer
13 years 11 months ago
2005
Springer
abstract. In this paper we investigate a formalism for solving planning problems based on ordered task decomposition using Answer Set Programming (ASP). Our planning methodology is...
ATAL
2000
Springer
13 years 10 months ago
2000
Springer
Agents often have preference models that are more complicated than minimizing the expected execution cost. In this paper, we study how they should act in the presence of uncertaint...