604 search results - page 41 / 121 » Stochastic Offline Programming |
CPAIOR
2006
Springer
15 years 3 months ago
2006
Springer
This paper considers online stochastic reservation problems, where requests come online and must be dynamically allocated to limited resources in order to maximize profit. Multi-k...
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SIAMCO
2011
14 years 2 months ago
2011
Abstract. We prove a weak version of the dynamic programming principle for standard stochastic control problems and mixed control-stopping problems, which avoids the technical diļ¬...
AAMAS
2010
Springer
14 years 11 months ago
2010
Springer
POMDPs and their decentralized multiagent counterparts, DEC-POMDPs, offer a rich framework for sequential decision making under uncertainty. Their computational complexity, howeve...
123
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AAAI
2011
13 years 11 months ago
2011
Sustainable resource management in many domains presents large continuous stochastic optimization problems, which can often be modeled as Markov decision processes (MDPs). To solv...
VMCAI
2005
Springer
15 years 5 months ago
2005
Springer
Interval computations, stochastic arithmetic, automatic diļ¬erentiation, etc.: much work is currently done to estimate and to improve the numerical accuracy of programs but few c...