622 search results - page 77 / 125 » Stochastic programming approach to optimization under uncert... |
157
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JAIR
2008
15 years 4 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 ...
129
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ICRA
2008
IEEE
15 years 10 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 ...
158
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SICHERHEIT
2010
15 years 2 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...
148
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ATAL
2007
Springer
15 years 10 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 ...
158
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CIMCA
2008
IEEE
15 years 10 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, ...