622 search results - page 77 / 125 » Stochastic programming approach to optimization under uncert... |
113
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JAIR
2008
14 years 12 months ago
2008
Decision-theoretic planning is a popular approach to sequential decision making problems, because it treats uncertainty in sensing and acting in a principled way. In single-agent ...
ICRA
2008
IEEE
15 years 6 months ago
2008
IEEE
— Target tracking has two variants that are often studied independently with different approaches: target searching requires a robot to find a target initially not visible, and ...
117
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SICHERHEIT
2010
14 years 9 months ago
2010
: This paper presents a fuzzy set based decision support model for taking uncertainty into account when making security investment decisions for distributed systems. The proposed m...
101
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ATAL
2007
Springer
15 years 6 months ago
2007
Springer
Planning in single-agent models like MDPs and POMDPs can be carried out by resorting to Q-value functions: a (near-) optimal Q-value function is computed in a recursive manner by ...
115
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CIMCA
2008
IEEE
15 years 6 months ago
2008
IEEE
Research in reinforcement learning has produced algorithms for optimal decision making under uncertainty that fall within two main types. The first employs a Bayesian framework, ...