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» Machine Learning and the Traveling Repairman
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CORR
2011
Springer
167views Education» more  CORR 2011»
13 years 4 months ago
Machine Learning and the Traveling Repairman
Theja Tulabandhula, Cynthia Rudin, Patrick Jaillet
ALDT
2011
Springer
241views Algorithms» more  ALDT 2011»
12 years 9 months ago
The Machine Learning and Traveling Repairman Problem
Theja Tulabandhula, Cynthia Rudin, Patrick Jaillet
GIS
2009
ACM
14 years 2 months ago
Machine learning approach to report prioritization with an application to travel time dissemination
This paper looks at the problem of data prioritization, commonly found in mobile ad-hoc networks. The proposed general solution uses a machine learning approach in order to learn ...
Piotr Szczurek, Bo Xu, Jie Lin, Ouri Wolfson
CDC
2009
IEEE
137views Control Systems» more  CDC 2009»
14 years 2 months ago
Kernel regression for travel time estimation via convex optimization
—We develop an algorithm aimed at estimating travel time on segments of a road network using a convex optimization framework. Sampled travel time from probe vehicles are assumed ...
Sebastien Blandin, Laurent El Ghaoui, Alexandre M....
ICML
1995
IEEE
14 years 10 months ago
Ant-Q: A Reinforcement Learning Approach to the Traveling Salesman Problem
In this paper we introduce Ant-Q, a family of algorithms which present many similarities with Q-learning (Watkins, 1989), and which we apply to the solution of symmetric and asymm...
Luca Maria Gambardella, Marco Dorigo