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» Pricing-Based Control of Large Networks
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ICML
1996
IEEE
15 years 10 months ago
Learning Evaluation Functions for Large Acyclic Domains
Some of the most successful recent applications of reinforcement learning have used neural networks and the TD algorithm to learn evaluation functions. In this paper, we examine t...
Justin A. Boyan, Andrew W. Moore
INFOCOM
2007
IEEE
15 years 3 months ago
Understanding BGP Session Failures in a Large ISP
Abstract—The current global Internet routing frequently suffers from cascading routing changes and slow routing convergence. Such instability can significantly affect the perfor...
Lan Wang, Malleswari Saranu, Joel Gottlieb, Dan Pe...
GLOBECOM
2009
IEEE
15 years 1 months ago
Anomaly-Based Identification of Large-Scale Attacks
Abstract--Large-scale attacks like Distributed Denial-ofService (DDoS) attacks still pose unpredictable threats to the Internet infrastructure and Internet-based business. Thus, ma...
Thomas Gamer
TELETRAFFIC
2007
Springer
15 years 3 months ago
Adaptive Congestion Control Under Dynamic Weather Condition for Wireless and Satellite Networks
Broadband satellite-based IP networks have been considered as the technology to enable a strong and promising next-generation market. In satellite communication systems, the channe...
Hongqing Zeng, Anand Srinivasan, Brian Cheng, Chan...
NIPS
1992
14 years 10 months ago
Explanation-Based Neural Network Learning for Robot Control
How can artificial neural nets generalize better from fewer examples? In order to generalize successfully, neural network learning methods typically require large training data se...
Tom M. Mitchell, Sebastian Thrun