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COLT
2000
Springer
15 years 9 months ago
Estimation and Approximation Bounds for Gradient-Based Reinforcement Learning
We model reinforcement learning as the problem of learning to control a Partially Observable Markov Decision Process (  ¢¡¤£¦¥§  ), and focus on gradient ascent approache...
Peter L. Bartlett, Jonathan Baxter
121
Voted
INFOCOM
2006
IEEE
15 years 10 months ago
Loss-Cognizant Pricing in Feed-Forward Networks with Greedy Users
— We consider feed-forward packet switched networks with fixed routing and random congestion losses. Users of the network are assumed to be greedy in the sense that each user in...
Ashraf Al Daoud, Murat Alanyali
IJCOMSYS
2008
79views more  IJCOMSYS 2008»
15 years 4 months ago
An efficient admission control for IEEE 802.11 networks based on throughput analyses of (un)saturated channel
This paper presents a novel analytical model and an efficient admission control algorithm for IEEE 802.11 DCF access mechanism. In contrast to the previous approaches that only ana...
Lidong Lin, Haohuan Fu, Weijia Jia
WINET
2010
180views more  WINET 2010»
15 years 3 months ago
An analytical model for performance evaluation of multimedia applications over EDCA in an IEEE 802.11e WLAN
—We extend the modeling heuristic of [1] to evaluate the performance of an IEEE 802.11e infrastructure network carrying packet telephone calls, streaming video sessions and TCP c...
Sri Harsha, Anurag Kumar, Vinod Sharma

Publication
220views
17 years 2 months ago
Traffic Management in ATM Networks over Satellite Links
his report presents a survey of the traffic management issues in the design and implementation of satellite-ATM networks. First a reference satellite-ATM network architecture is pr...
R. Goyal, R. Jain, M. Goyal, S. Fahmy, and B. Vand...