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ICML
2003
IEEE
16 years 1 months ago
Q-Decomposition for Reinforcement Learning Agents
The paper explores a very simple agent design method called Q-decomposition, wherein a complex agent is built from simpler subagents. Each subagent has its own reward function and...
Stuart J. Russell, Andrew Zimdars
94
Voted
WWW
2005
ACM
16 years 1 months ago
On the feasibility of low-rank approximation for personalized PageRank
Personalized PageRank expresses backlink-based page quality around user-selected pages in a similar way to PageRank over the entire Web. Algorithms for computing personalized Page...
András A. Benczúr, Károly Csa...
ECOOP
2009
Springer
16 years 1 months ago
Stepping Stones over the Refactoring Rubicon
Refactoring tools allow the programmer to pretend they are working with a richer language where the behaviour of a program is automatically preserved during restructuring. In this ...
Mathieu Verbaere, Max Schäfer, Oege de Moor, ...
118
Voted
DCC
2008
IEEE
16 years 4 days ago
Filter Banks for Prediction-Compensated Multiple Description Coding
This paper investigates the design and application of the optimal filter banks for a predictioncompensated multiple description coding (PC-MDC) scheme, where the coefficients in e...
Jing Wang, Jie Liang
87
Voted
SODA
2010
ACM
157views Algorithms» more  SODA 2010»
15 years 10 months ago
Testing monotone high-dimensional distributions
A monotone distribution P over a (partially) ordered domain assigns higher probability to y than to x if y x in the order. We study several natural problems concerning testing pr...
Ronitt Rubinfeld, Rocco A. Servedio