2259 search results - page 206 / 452 » Machine Learning for Systems Biology |
138
click to vote
GECCO
2007
Springer
15 years 11 months ago
2007
Springer
Computation in biology and in conventional computer architectures seem to share some features, yet many of their important characteristics are very different. To address this, [1]...
148
click to vote
ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
Markov logic networks (MLNs) combine logic and probability by attaching weights to first-order clauses, and viewing these as templates for features of Markov networks. In this pap...
142
click to vote
EWLR
1997
Springer
15 years 9 months ago
1997
Springer
Building robots can be a tough job because the designer has to predict the interactions between the robot and the environment as well as to deal with them. One solution to cope the...
142
click to vote
ICML
1998
IEEE
16 years 5 months ago
1998
IEEE
This paper introduces a new algorithm, Q2, foroptimizingthe expected output ofamultiinput noisy continuous function. Q2 is designed to need only a few experiments, it avoids stron...
138
click to vote
ICML
2006
IEEE
16 years 5 months ago
2006
IEEE
In the model-based policy search approach to reinforcement learning (RL), policies are found using a model (or "simulator") of the Markov decision process. However, for ...