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CGO
2004
IEEE
14 years 12 days ago
A Compiler Scheme for Reusing Intermediate Computation Results
Recent research has shown that programs often exhibit value locality. Such locality occurs when a code segment, although executed repeatedly in the program, takes only a small num...
Yonghua Ding, Zhiyuan Li
AIPS
2010
13 years 11 months ago
When Policies Can Be Trusted: Analyzing a Criteria to Identify Optimal Policies in MDPs with Unknown Model Parameters
Computing a good policy in stochastic uncertain environments with unknown dynamics and reward model parameters is a challenging task. In a number of domains, ranging from space ro...
Emma Brunskill
SODA
2008
ACM
185views Algorithms» more  SODA 2008»
13 years 10 months ago
Better bounds for online load balancing on unrelated machines
We study the problem of scheduling permanent jobs on unrelated machines when the objective is to minimize the Lp norm of the machine loads. The problem is known as load balancing ...
Ioannis Caragiannis
CORR
2007
Springer
106views Education» more  CORR 2007»
13 years 8 months ago
Bandit Algorithms for Tree Search
Bandit based methods for tree search have recently gained popularity when applied to huge trees, e.g. in the game of go [6]. Their efficient exploration of the tree enables to ret...
Pierre-Arnaud Coquelin, Rémi Munos
TON
2002
75views more  TON 2002»
13 years 8 months ago
Optimal retrial and timeout strategies for accessing network resources
The notion of timeout (namely, the maximal time to wait before retrying an action) turns up in many networking contexts, such as packet transmission, connection establishment, etc....
Lavy Libman, Ariel Orda