710 search results - page 89 / 142 » Online Learning with Prior Knowledge |
145
click to vote
JAIR
2008
15 years 3 months ago
2008
Several multiagent reinforcement learning (MARL) algorithms have been proposed to optimize agents' decisions. Due to the complexity of the problem, the majority of the previo...
141
click to vote
CORR
2010
Springer
15 years 2 months ago
2010
Springer
Learning structured representations has emerged as an important problem in many domains, including document and Web data mining, bioinformatics, and image analysis. One approach t...
134
Voted
SIGIR
2008
ACM
15 years 3 months ago
2008
ACM
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
126
click to vote
ISCI
2002
2002
Intelligent learning and control of autonomous robotic agents operating in unstructured environments
15 years 3 months ago
The control of autonomous intelligent robotic agent operating in unstructured changing environments includes many objective difficulties. One major difficulty concerns the charact...
159
Voted
WWW
2005
ACM
16 years 4 months ago
2005
ACM
The reasoning tasks that can be performed with semantic web service descriptions depend on the quality of the domain ontologies used to create these descriptions. However, buildin...