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» Bias-Variance Error Bounds for Temporal Difference Updates
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COLT
2000
Springer
13 years 9 months ago
Bias-Variance Error Bounds for Temporal Difference Updates
We give the first rigorous upper bounds on the error of temporal difference (td) algorithms for policy evaluation as a function of the amount of experience. These upper bounds pr...
Michael J. Kearns, Satinder P. Singh
VLDB
2008
ACM
140views Database» more  VLDB 2008»
14 years 5 months ago
Efficient temporal counting with bounded error
This paper studies aggregate search in transaction time databases. Specifically, each object in such a database can be modeled as a horizontal segment, whose y-projection is its s...
Yufei Tao, Xiaokui Xiao
CDC
2008
IEEE
119views Control Systems» more  CDC 2008»
13 years 11 months ago
A set-membership approach to consensus problems with bounded measurement errors
— This paper analyzes two classes of consensus algorithms in presence of bounded measurement errors. The protocols taken into account adopt an updating rule based either on const...
Andrea Garulli, Antonio Giannitrapani
CGF
1999
81views more  CGF 1999»
13 years 4 months ago
Multi-layered impostors for accelerated rendering
This paper describes the successful combination of pre-generated and dynamically updated image-based representations to accelerate the visualization of complex virtual environment...
Xavier Décoret, François X. Sillion,...