318 search results - page 35 / 64 » Approximating Difference Evaluations with Local Information |
118
Voted
ATAL
2008
Springer
15 years 2 months ago
2008
Springer
The problem of coalition formation when agents are uncertain about the types or capabilities of their potential partners is a critical one. In [3] a Bayesian reinforcement learnin...
100
Voted
IJCAI
2007
15 years 1 months ago
2007
Planning in partially-observable dynamical systems (such as POMDPs and PSRs) is a computationally challenging task. Popular approximation techniques that have proved successful ar...
103
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ICDCS
2007
IEEE
15 years 4 months ago
2007
IEEE
Support for efficient multicasting in WLANs can enable new services such as streaming TV channels, radio channels, and visitor's information. With increasing deployments of l...
95
Voted
ML
2008
ACM
15 years 13 days ago
2008
ACM
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
ANOR
2010
14 years 10 months ago
2010
This paper considers online stochastic optimization problems where uncertainties are characterized by a distribution that can be sampled and where time constraints severely limit t...