1617 search results - page 4 / 324 » Using Gaussian Processes to Optimize Expensive Functions |
94
Voted
IJCAI
2003
15 years 2 months ago
2003
Multi-level spatial aggregates are important for data mining in a variety of scientific and engineering applications, from analysis of weather data (aggregating temperature and p...
132
Voted
JMLR
2008
15 years 1 months ago
2008
When monitoring spatial phenomena, which can often be modeled as Gaussian processes (GPs), choosing sensor locations is a fundamental task. There are several common strategies to ...
120
Voted
IROS
2007
IEEE
15 years 7 months ago
2007
IEEE
Abstract— We propose to improve the locomotive performance of humanoid robots by using approximated biped stepping and walking dynamics with reinforcement learning (RL). Although...
153
Voted
CEC
2011
IEEE
14 years 1 months ago
2011
IEEE
— The principle of artificial curiosity directs active exploration towards the most informative or most interesting data. We show its usefulness for global black box optimizatio...
102
Voted
AIME
2009
Springer
15 years 5 months ago
2009
Springer
Abstract. Mechanical ventilation can cause severe lung damage by inadequate adjustment of the ventilator. We introduce a Machine Learning approach to predict the pressure-dependent...