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AIPRF
2007
13 years 6 months ago
Empirical Study: Initial Population Diversity and Genetic Algorithm Performance
This article presents an empirical study regarding the hypothesis that higher diversity in initial populations for Genetic Algorithms can reduce the number of iterations required ...
Pedro A. Diaz-Gomez, Dean F. Hougen
AIPRF
2007
13 years 6 months ago
Instinct and Learning Synergy in Simulated Foraging Using a Neural Network
Instinct and experience are shown to form a potent combination to achieve effective foraging in a simulated environment. A neural network capable of evolving instinct-related neur...
Thomas E. Portegys
AIPRF
2007
13 years 6 months ago
Pitfalls of JESS for Dynamic Systems
We considered different varieties of inference engines for a sub-system of Mission Control Technologies (MCT) being developed at NASA Ames Research center. One inference engine, J...
Rajkumar Thirumalainambi
AIPRF
2007
13 years 6 months ago
On the Role of Interactive Epistemology in Multiagent Planning
This paper focuses on the foundational role of interactive epistemology in the problem of generating plans for rational agents in multiagent settings. Interactive epistemology dea...
Prashant Doshi
AIPRF
2007
13 years 6 months ago
Adaptive Novice Supporter
In this paper, we implemented very simple plan generator which can help the novice researchers do their research efficiently. We have assumed that we should not make domain expert...
Sung-Pil Choi, Ho-Jin Choi, Sung-Hyon Myaeng