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96
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AAAI
2006
15 years 4 months ago
Learning Basis Functions in Hybrid Domains
Markov decision processes (MDPs) with discrete and continuous state and action components can be solved efficiently by hybrid approximate linear programming (HALP). The main idea ...
Branislav Kveton, Milos Hauskrecht
129
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MOR
2008
73views more  MOR 2008»
15 years 2 months ago
Separation of Nonconvex Sets with General Augmenting Functions
In this paper, we consider two geometric optimization problems that are dual to each other and characterize conditions under which the optimal values of the two problems are equal...
Angelia Nedic, Asuman E. Ozdaglar
94
Voted
CORR
2011
Springer
163views Education» more  CORR 2011»
14 years 6 months ago
Axiomatic Attribution for Multilinear Functions
We study the attribution problem, that is, the problem of attributing a change in the value of a characteristic function f to its independent variables. We make three contributions...
Yi Sun, Mukund Sundararajan
136
Voted
ISMVL
2008
IEEE
160views Hardware» more  ISMVL 2008»
15 years 9 months ago
Exact Synthesis of Elementary Quantum Gate Circuits for Reversible Functions with Don't Cares
Compact realizations of reversible logic functions are of interest in the design of quantum computers. In this paper we present an exact synthesis algorithm, based on Boolean Sati...
Daniel Große, Robert Wille, Gerhard W. Dueck...
81
Voted
SIPS
2007
IEEE
15 years 8 months ago
Efficient Function Evaluations with Lookup Tables for Structured Matrix Operations
A hardware ef cient approach is introduced for elementary function evaluations in certain structured matrix computations. It is a comprehensive approach that utilizes lookup table...
Kanwaldeep Sobti, Lanping Deng, Chaitali Chakrabar...