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ECSQARU
2001
Springer
13 years 12 months ago
Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs
Abstract. Finding optimal policies for general partially observable Markov decision processes (POMDPs) is computationally difficult primarily due to the need to perform dynamic-pr...
Nevin Lianwen Zhang, Weihong Zhang
JSYML
2011
87views more  JSYML 2011»
13 years 2 months ago
Mad families, splitting families and large continuum
Let κ < λ be regular uncountable cardinals. Using a finite support iteration of ccc posets we obtain the consistency of b = a = κ < s = λ. If µ is a measurable cardinal...
Jörg Brendle, Vera Fischer
ICIP
2001
IEEE
14 years 9 months ago
Segmentation-based spatially adaptive motion blur removal and its application to surveillance systems
Various image restoration methods have been studied for removing space-variant motion blur such as iterative and POCS method. However, their computational complexity of the method...
SangKyu Kang, Jihong Min, Joon Ki Paik
ACSD
2004
IEEE
102views Hardware» more  ACSD 2004»
13 years 11 months ago
Arrays and Contracts for the Specification and Analysis of Regular Systems
We explore a structuring mechanism for reactive systems, based on two ideas: array iterators allow the description of regular systems; logical-time contracts allow local or global...
Florence Maraninchi, Lionel Morel
EWRL
2008
13 years 9 months ago
Regularized Fitted Q-Iteration: Application to Planning
We consider planning in a Markovian decision problem, i.e., the problem of finding a good policy given access to a generative model of the environment. We propose to use fitted Q-i...
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csab...