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QUESTA
2010
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13 years 10 months ago
Dynamic admission and service rate control of a queue
This paper investigates a queueing system in which the controller can perform admission and service rate control. In particular, we examine a single server queueing system with Po...
Kranthi Mitra Adusumilli, John J. Hasenbein
ICML
2008
IEEE
15 years 10 days ago
Apprenticeship learning using linear programming
In apprenticeship learning, the goal is to learn a policy in a Markov decision process that is at least as good as a policy demonstrated by an expert. The difficulty arises in tha...
Umar Syed, Michael H. Bowling, Robert E. Schapire