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INFOCOM
2007
IEEE
14 years 2 months ago
DEFT: Distributed Exponentially-Weighted Flow Splitting
— Network operators control the flow of traffic through their networks by adapting the configuration of the underlying routing protocols. For example, they tune the integer li...
Dahai Xu, Mung Chiang, Jennifer Rexford
INFOCOM
2007
IEEE
14 years 2 months ago
Packet Loss Characterization in WiFi-Based Long Distance Networks
— Despite the increasing number of WiFi-based Long Distance (WiLD) network deployments, there is a lack of understanding of how WiLD networks perform in practice. In this paper, ...
Anmol Sheth, Sergiu Nedevschi, Rabin K. Patra, Son...
SECON
2007
IEEE
14 years 2 months ago
The Optimum Number of OSPF Areas for MANETs
—Mobile ad hoc networks (MANETs) are a critical technology in filling the gap where the network infrastructure is insufficient or does not exist at all. The dynamic topology of...
Jangeun Jun, Mihail L. Sichitiu, Hector D. Flores,...
ATAL
2007
Springer
14 years 1 months ago
Model-based function approximation in reinforcement learning
Reinforcement learning promises a generic method for adapting agents to arbitrary tasks in arbitrary stochastic environments, but applying it to new real-world problems remains di...
Nicholas K. Jong, Peter Stone
ATAL
2007
Springer
14 years 1 months ago
Batch reinforcement learning in a complex domain
Temporal difference reinforcement learning algorithms are perfectly suited to autonomous agents because they learn directly from an agent’s experience based on sequential actio...
Shivaram Kalyanakrishnan, Peter Stone