AI
1998
Springer
13 years 11 months ago
1998
Springer
This paper introduces a niching technique called GAS (S stands for species) which dynamically creates a subpopulation structure (taxonomic chart) using a radius function instead of...
AI
1998
Springer
13 years 11 months ago
1998
Springer
The main statistics used in rough set data analysis, the approximation quality, is of limited value when there is a choice of competing models for predicting a decision variable. ...
AI
1998
Springer
13 years 11 months ago
1998
Springer
The Multi-model search framework generalizes minimax to allow exploitation of recursive opponent models. In this work we consider adding pruning to the multi-model search. We prov...
AI
1998
Springer
13 years 11 months ago
1998
Springer
The absolute loss is the absolute difference between the desired and predicted outcome. This paper demonstrates worst-case upper bounds on the absolute loss for the Perceptron le...
AI
1998
Springer
13 years 11 months ago
1998
Springer
AI
1998
Springer
13 years 11 months ago
1998
Springer
In this paper, we address the tradeo between exploration and exploitation for agents which need to learn more about the structure of their environment in order to perform more e e...
IJCSA
2007
13 years 11 months ago
2007
A large number of problems that occur in knowledge-representation, learning, VLSI-design, and other areas of artificial intelligence, are essentially satisfiability problems. The ...
KI
2000
Springer
13 years 11 months ago
2000
Springer
KI
2000
Springer
13 years 11 months ago
2000
Springer
KI
2000
Springer
13 years 11 months ago
2000
Springer