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133
Voted
AAAI
2010
15 years 5 months ago
2010
This paper introduces a principled approach for the design of a scalable general reinforcement learning agent. This approach is based on a direct approximation of AIXI, a Bayesian...
128
Voted
IWC
2008
15 years 3 months ago
2008
Interactive algorithm visualizations (AVs) are powerful tools for teaching and learning concepts that are difficult to describe with static media alone. However, while countless A...
140
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GECCO
2008
Springer
15 years 4 months ago
2008
Springer
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...
122
Voted
SIGCSE
2009
ACM
16 years 4 months ago
2009
ACM
"Computer Science (CS) Unplugged"is an educational method for introducing non-specialists to concepts of CS through hands-on activities that don't require the use o...
119
Voted
MICRO
2007
IEEE
15 years 10 months ago
2007
IEEE
The microarchitectural design space of a new processor is too large for an architect to evaluate in its entirety. Even with the use of statistical simulation, evaluation of a sing...