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JMLR
2010
125views more  JMLR 2010»
15 years 1 months ago
Variational methods for Reinforcement Learning
We consider reinforcement learning as solving a Markov decision process with unknown transition distribution. Based on interaction with the environment, an estimate of the transit...
Thomas Furmston, David Barber
JMLR
2010
163views more  JMLR 2010»
15 years 1 months ago
Active Sequential Learning with Tactile Feedback
We consider the problem of tactile discrimination, with the goal of estimating an underlying state parameter in a sequential setting. If the data is continuous and highdimensional...
Hannes Saal, Jo-Anne Ting, Sethu Vijayakumar
SIGMETRICS
2010
ACM
115views Hardware» more  SIGMETRICS 2010»
15 years 1 months ago
The average response time in a heavy-traffic srpt queue
Shortest Remaining Processing Time first (SRPT) has long been known to optimize the queue length distribution and the mean response time (a.k.a. flow time, sojourn time). As such,...
Minghong Lin, Adam Wierman, Bert Zwart
TCSV
2010
15 years 1 months ago
Distributed Media-Aware Rate Allocation for Wireless Video Streaming
This paper addresses the rate allocation problem for wireless video streaming. Results from a simple subjective viewing test indicate that perceptually preferred allocation can be...
Xiaoqing Zhu, Bernd Girod
TON
2010
168views more  TON 2010»
15 years 1 months ago
Engineering Wireless Mesh Networks: Joint Scheduling, Routing, Power Control, and Rate Adaptation
Abstract--We present a number of significant engineering insights on what makes a good configuration for medium- to largesize wireless mesh networks (WMNs) when the objective funct...
Jun Luo, Catherine Rosenberg, André Girard