160 search results - page 26 / 32 » Optimization on a Budget: A Reinforcement Learning Approach |
144
click to vote
GECCO
2006
Springer
15 years 9 months ago
2006
Springer
The learning classifier system XCS is an iterative rulelearning system that evolves rule structures based on gradient-based prediction and rule quality estimates. Besides classifi...
162
click to vote
ECAI
2006
Springer
15 years 9 months ago
2006
Springer
Abstract. We formulate the problem of least squares temporal difference learning (LSTD) in the framework of least squares SVM (LS-SVM). To cope with the large amount (and possible ...
167
click to vote
MICAI
2010
Springer
15 years 4 months ago
2010
Springer
The full deployment of service robots in daily activities will require the robot to adapt to the needs of non-expert users, particularly, to learn how to perform new tasks from “...
171
click to vote
PE
2011
Springer
15 years 15 days ago
2011
Springer
An energy aware routing protocol (EARP) is proposed to minimise a performance metric that combines the total consumed power in the network and the QoS that is specified for the ...
147
click to vote
ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
We consider the exploration/exploitation problem in reinforcement learning (RL). The Bayesian approach to model-based RL offers an elegant solution to this problem, by considering...