16 search results - page 1 / 4 » Incremental learning with partial instance memory |
AI
2004
Springer
13 years 10 months ago
2004
Springer
ICML
2003
IEEE
14 years 11 months ago
2003
IEEE
Relational reinforcement learning (RRL) is a Q-learning technique which uses first order regression techniques to generalize the Qfunction. Both the relational setting and the Q-l...
LREC
2008
14 years 7 days ago
2008
Generally, ontology learning and population is applied as a semi-automatic approach to knowledge acquisition in natural language understanding systems. That means, after the ontol...
ECML
2005
Springer
14 years 4 months ago
2005
Springer
This paper examines the problem of finding an optimal policy for a Partially Observable Markov Decision Process (POMDP) when the model is not known or is only poorly specified. W...
ML
2008
ACM
13 years 10 months ago
2008
ACM
Although memory-based classifiers offer robust classification performance, their widespread usage on embedded devices is hindered due to the device's limited memory resources...