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ICML
2003
IEEE
14 years 10 months ago
Planning in the Presence of Cost Functions Controlled by an Adversary
We investigate methods for planning in a Markov Decision Process where the cost function is chosen by an adversary after we fix our policy. As a running example, we consider a rob...
H. Brendan McMahan, Geoffrey J. Gordon, Avrim Blum
TON
2002
123views more  TON 2002»
13 years 9 months ago
Utility-based rate control in the Internet for elastic traffic
In a communication network, a good rate allocation algorithm should reflect the utilities of the users while being fair. We investigate this fundamental problem of achieving the sy...
Richard J. La, Venkat Anantharam
SMC
2007
IEEE
156views Control Systems» more  SMC 2007»
14 years 3 months ago
Dynamic fusion of classifiers for fault diagnosis
—This paper considers the problem of temporally fusing classifier outputs to improve the overall diagnostic classification accuracy in safety-critical systems. Here, we discuss d...
Satnam Singh, Kihoon Choi, Anuradha Kodali, Krishn...
CDC
2010
IEEE
13 years 4 months ago
A "joint+marginal" algorithm for polynomial optimization
Abstract-- We present a new algorithm for solving a polynomial program P based on the recent "joint + marginal" approach of the first author for parametric polynomial opt...
Jean B. Lasserre, Tung Phan Thanh
SARA
2007
Springer
14 years 3 months ago
A Meta-CSP Model for Optimal Planning
One approach to optimal planning is to first start with a sub- optimal solution as a seed plan, and then iteratively search for shorter plans. This approach inevitably leads to an...
Peter Gregory, Derek Long, Maria Fox