23 search results - page 4 / 5 » Optimal Online Prediction in Adversarial Environments |
CODES
2008
IEEE
13 years 11 months ago
2008
IEEE
To provide Quality of Service (QoS) guarantees in open and unpredictable environments, the utilization control problem is defined to keep the processor utilization at the schedula...
SIGMETRICS
2002
ACM
13 years 5 months ago
2002
ACM
On-line routing algorithms deal with requests as they arrive without assuming any knowledge of the underlying process that generates the streams of requests. By contrast, off-line...
IPPS
2005
IEEE
13 years 11 months ago
2005
IEEE
Due to the increasing complexity, the behavior of large-scale distributed systems becomes difficult to predict. The ability of on-line identification and autotuning of adaptive co...
ICRA
2009
IEEE
13 years 3 months ago
2009
IEEE
Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...
AIPS
2010
13 years 7 months ago
2010
Computing a good policy in stochastic uncertain environments with unknown dynamics and reward model parameters is a challenging task. In a number of domains, ranging from space ro...