481 search results - page 1 / 97 » Sequential Instance-Based Learning |
AI
1998
Springer
13 years 9 months ago
1998
Springer
This paper presents and evaluates sequential instance-based learning (SIBL), an approach to action selection based upon data gleaned from prior problem solving experiences. SIBL le...
ML
2000
ACM
13 years 4 months ago
2000
ACM
IJCAI
1989
13 years 6 months ago
1989
Several published reports show that instancebased learning algorithms yield high classification accuracies and have low storage requirements during supervised learning application...
MICAI
2007
Springer
13 years 11 months ago
2007
Springer
Instance-based learning algorithms are widely used due to their capacity to approximate complex target functions; however, the performance of this kind of algorithms degrades signi...
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...