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COLT
2000
Springer
13 years 11 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
CDC
2008
IEEE
139views Control Systems» more  CDC 2008»
14 years 1 months ago
Human-in-the-loop vehicle routing policies for dynamic environments
— In this paper we design coordination policies for a routing problem requiring human-assisted classification of targets through analysis of information gathered on-site by auto...
Ketan Savla, Tom Temple, Emilio Frazzoli
GECON
2008
Springer
152views Business» more  GECON 2008»
13 years 8 months ago
The Power of Preemption in Economic Online Markets
Abstract. In distributed computer networks where resources are under decentralized control, selfish users will generally not work towards one common goal, such as maximizing the o...
Lior Amar, Ahuva Mu'alem, Jochen Stößer
INFOCOM
2006
IEEE
14 years 1 months ago
TCP as an Implementation of Age-Based Scheduling: Fairness and Performance
— We show that different flavors of TCP may be viewed as implementations of age-based scheduling disciplines. By parameterizing the scheduling disciplines of interest we are abl...
Arzad Alam Kherani, Rudesindo Núñez-...