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2006
Springer
13 years 7 months ago
Online Dial-A-Ride Problem with Time Windows: An Exact Algorithm Using Status Vectors
The Dial-A-Ride Problem (DARP) has often been used to organize transport of elderly and handicapped people, assuming that these people can book their transport in advance. But the ...
Anke Fabri, Peter Recht
ISAAC
1999
Springer
107views Algorithms» more  ISAAC 1999»
13 years 11 months ago
Carrying Umbrellas: An Online Relocation Problem on Graphs
We introduce an online relocation problem on a graph, in which a player who walks around the nodes makes decisions on whether to relocate mobile resources, while not knowing the fu...
Jae-Ha Lee, Chong-Dae Park, Kyung-Yong Chwa
ICIP
2009
IEEE
13 years 4 months ago
An incremental extremely random forest classifier for online learning and tracking
Decision trees have been widely used for online learning classification. Many approaches usually need large data stream to finish decision trees induction, as show notable limitat...
Aiping Wang, Guowei Wan, Zhiquan Cheng, Sikun Li
EWRL
2008
13 years 8 months ago
Markov Decision Processes with Arbitrary Reward Processes
Abstract. We consider a control problem where the decision maker interacts with a standard Markov decision process with the exception that the reward functions vary arbitrarily ove...
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
UAI
1998
13 years 8 months ago
Flexible Decomposition Algorithms for Weakly Coupled Markov Decision Problems
This paper presents two new approaches to decomposing and solving large Markov decision problems (MDPs), a partial decoupling method and a complete decoupling method. In these app...
Ronald Parr