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168
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AAAI
2010
15 years 7 months ago
2010
Understanding conceptual change is an important problem in modeling human cognition and in making integrated AI systems that can learn autonomously. This paper describes a model o...
140
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AIPS
1994
15 years 7 months ago
1994
Generating production-quality plans is an essential element in transforming planners from research tools into real-world applications. However most of the work to date on learning...
165
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
Restricted Boltzmann machines were developed using binary stochastic hidden units. These can be generalized by replacing each binary unit by an infinite number of copies that all ...
181
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ICMLA
2010
15 years 4 months ago
2010
Abstract-- Policy Gradients with Parameter-based Exploration (PGPE) is a novel model-free reinforcement learning method that alleviates the problem of high-variance gradient estima...
155
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ICML
2008
IEEE
16 years 7 months ago
2008
IEEE
In this paper, we consider a smoothing kernelbased classification rule and propose an algorithm for optimizing the performance of the rule by learning the bandwidth of the smoothi...