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MLQ
1998
84views more  MLQ 1998»
14 years 11 months ago
Arithmetical Measure
We develop arithmetical measure theory along the lines of Lutz [10]. This yields the same notion of “measure 0 set” as considered before by Martin-L¨of, Schnorr, and others. W...
Sebastiaan Terwijn, Leen Torenvliet
COLT
2010
Springer
14 years 10 months ago
Open Loop Optimistic Planning
We consider the problem of planning in a stochastic and discounted environment with a limited numerical budget. More precisely, we investigate strategies exploring the set of poss...
Sébastien Bubeck, Rémi Munos
SAS
2009
Springer
147views Formal Methods» more  SAS 2009»
16 years 12 days ago
Polymorphic Fractional Capabilities
Abstract. The capability calculus is a framework for statically reasoning about program resources such as deallocatable memory regions. Fractional capabilities, originally proposed...
Hirotoshi Yasuoka, Tachio Terauchi
ALT
2009
Springer
15 years 8 months ago
Pure Exploration in Multi-armed Bandits Problems
Abstract. We consider the framework of stochastic multi-armed bandit problems and study the possibilities and limitations of strategies that explore sequentially the arms. The stra...
Sébastien Bubeck, Rémi Munos, Gilles...
ICCD
2004
IEEE
105views Hardware» more  ICCD 2004»
15 years 8 months ago
Circuit-Based Preprocessing of ILP and Its Applications in Leakage Minimization and Power Estimation
In this paper we discuss the application of circuit-based logical reasoning to simplify optimization problems expressed as integer linear programs (ILP) over circuit states. We de...
Donald Chai, Andreas Kuehlmann