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» Learning Behavior Models for Hybrid Timed Systems
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78
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STOC
2003
ACM
99views Algorithms» more  STOC 2003»
16 years 1 months ago
On the fractal behavior of TCP
We propose a natural, mathematically tractable model of TCP which captures both its additive-increase, multiplicative-decrease behavior and its feedback mechanism. Neither a fluid...
Anna C. Gilbert, Howard J. Karloff
95
Voted
ICMLA
2008
15 years 2 months ago
A Predictive Model for Imitation Learning in Partially Observable Environments
Learning by imitation has shown to be a powerful paradigm for automated learning in autonomous robots. This paper presents a general framework of learning by imitation for stochas...
Abdeslam Boularias
111
Voted
INFOVIS
1999
IEEE
15 years 5 months ago
Visualizing Application Behavior on Superscalar Processors
The advent of superscalar processors with out-of-order execution makes it increasingly difficult to determine how well an application is utilizing the processor and how to adapt t...
Chris Stolte, Robert Bosch, Pat Hanrahan, Mendel R...
100
Voted
DAGSTUHL
2003
15 years 2 months ago
Pattern Synthesis from Multiple Scenarios for Parameterized Real-Time UML Models
Abstract. The continuing trend towards more sophisticated technical applications results in an increasing demand for high quality software for complex, safety-critical systems. Des...
Holger Giese, Florian Klein, Sven Burmester
101
Voted
CCGRID
2008
IEEE
15 years 7 months ago
Grid Differentiated Services: A Reinforcement Learning Approach
—Large scale production grids are a major case for autonomic computing. Following the classical definition of Kephart, an autonomic computing system should optimize its own beha...
Julien Perez, Cécile Germain-Renaud, Bal&aa...