2363 search results - page 279 / 473 » Learning Algorithms for Domain Adaptation |
102
Voted
ATAL
2009
Springer
15 years 7 months ago
2009
Springer
In several agent-oriented scenarios in the real world, an autonomous agent that is situated in an unknown environment must learn through a process of trial and error to take actio...
136
Voted
IJIIDS
2008
15 years 20 days ago
2008
: Growing importance of distributed data mining techniques has recently attracted attention of researchers in multiagent domain. Several agent-based application have been already c...
115
click to vote
GECCO
2010
Springer
15 years 5 months ago
2010
Springer
An important goal for the generative and developmental systems (GDS) community is to show that GDS approaches can compete with more mainstream approaches in machine learning (ML)....
108
click to vote
ATAL
2007
Springer
15 years 4 months ago
2007
Springer
We contribute an approach for interactive policy learning through expert demonstration that allows an agent to actively request and effectively represent demonstration examples. I...
123
click to vote
KDD
2010
ACM
15 years 2 months ago
2010
ACM
Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required to train classifiers, thereby reducing annotator effort. We describe ...