16 search results - page 1 / 4 » Incremental learning with partial instance memory |
AI
2004
Springer
13 years 4 months ago
2004
Springer
ICML
2003
IEEE
14 years 5 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
13 years 6 months 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
13 years 10 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 4 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...