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CAEPIA
2011
Springer
14 years 1 months ago
Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test
In this paper we apply the recent notion of anytime universal intelligence tests to the evaluation of a popular reinforcement learning algorithm, Q-learning. We show that a general...
Javier Insa-Cabrera, David L. Dowe, José He...
CVPR
2007
IEEE
16 years 3 months ago
Evaluation of Cost Functions for Stereo Matching
Stereo correspondence methods rely on matching costs for computing the similarity of image locations. In this paper we evaluate the insensitivity of different matching costs with ...
Daniel Scharstein, Heiko Hirschmüller
ECBS
2007
IEEE
122views Hardware» more  ECBS 2007»
15 years 8 months ago
Time- and Space-Efficient Evaluation of Sparse Boolean Functions in Embedded Software
The paper addresses software implementation of large sparse systems of Boolean functions. Fast evaluation of such functions with the smallest memory consumption is often required ...
Vaclav Dvorak
ITNG
2006
IEEE
15 years 7 months ago
Evaluating Parallel Computing Systems in Bioinformatics
The utilization of parallel processing in bioinformatics is a relatively new development, and wide spread use of parallel processing in this domain has been limited by the availab...
Erik S. Gough, Michael D. Kane
ECML
2005
Springer
15 years 7 months ago
Multi-armed Bandit Algorithms and Empirical Evaluation
The multi-armed bandit problem for a gambler is to decide which arm of a K-slot machine to pull to maximize his total reward in a series of trials. Many real-world learning and opt...
Joannès Vermorel, Mehryar Mohri