24 search results - page 2 / 5 » The Cross Entropy Method for Fast Policy Search |
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
ICGA
2008
13 years 5 months ago
2008
Recently, Monte-Carlo Tree Search (MCTS) has become a popular approach for intelligent play in games. Amongst others, it is successfully used in most state-of-the-art Go programs....
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
The Cross Entropy algorithm is a new search method for combinatorial problem. However, it needs considerable computational time to achieve good solution quality. To make the Cross...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
This paper deals with the adaptive variance scaling issue in continuous Estimation of Distribution Algorithms. A phenomenon is discovered that current adaptive variance scaling me...
ENGL
2008
13 years 5 months ago
2008
A population based real-time optimization method for tuning dynamic position control parameters of robot manipulators has been proposed. Conventionally, the positional control is a...