337 search results - page 2 / 68 » An Anytime Algorithm for Decision Making under Uncertainty |
AAAI
2000
13 years 7 months ago
2000
Models for sequential decision making under uncertainty (e.g., Markov decision processes,or MDPs) have beenstudied in operations research for decades. The recent incorporation of ...
CPAIOR
2008
Springer
13 years 7 months ago
2008
Springer
The one-step anticipatory algorithm (1s-AA) is an online algorithm making decisions under uncertainty by ignoring future non-anticipativity constraints. It makes near-optimal decis...
ISIPTA
2003
IEEE
13 years 11 months ago
2003
IEEE
In this paper we consider decision making under hierarchical imprecise uncertainty models and derive general algorithms to determine optimal actions. Numerical examples illustrate...
IJCAI
2007
13 years 7 months ago
2007
Markov Decision Processes are a powerful framework for planning under uncertainty, but current algorithms have difficulties scaling to large problems. We present a novel probabil...
IJIS
2000
13 years 5 months ago
2000
This short overview paper points out the striking similarity between decision under uncertainty and multicriteria decision making problems, two areas which have been developed in ...