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SBIA
2004
Springer
15 years 12 months ago
Heuristically Accelerated Q-Learning: A New Approach to Speed Up Reinforcement Learning
This work presents a new algorithm, called Heuristically Accelerated Q–Learning (HAQL), that allows the use of heuristics to speed up the well-known Reinforcement Learning algori...
Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna...
UML
2004
Springer
15 years 12 months ago
Specifying Cross-Cutting Requirement Concerns
Addressing non-orthogonal software concerns that arisefrom requirements can significantly contribute to the complexity of developing large systems. Difficulties arise from the need...
Geri Georg, Raghu Reddy, Robert B. France
VLDB
2004
ACM
74views Database» more  VLDB 2004»
15 years 12 months ago
Production Database Systems: Making Them Easy is Hard Work
Enterprise capable database products have evolved into incredibly complex systems, some of which present hundreds of configuration parameters to the system administrator. So, whil...
David Campbell
DSN
2003
IEEE
15 years 12 months ago
Reliable Communication in Overlay Networks
Abstract— Reliable point-to-point communication is usually achieved in overlay networks by applying TCP/IP on the end nodes of a connection. This paper presents an hopby-hop reli...
Yair Amir, Claudiu Danilov
IWPC
2003
IEEE
15 years 12 months ago
Event-Based Performance Analysis
Understanding performance and related issues in a complex system requires analyzing where and why the program spends its resources. In a reactive system such as a interactive appl...
Steven P. Reiss