We are trying to piece together the knowledge of evolution with the help of biology, informatics and physics to create complex evolutionary algorithms with parallel and hierarchic...
This paper uses an entertaining student "sports" game to illustrate that GAs can be adapted to problems with uncertain properties and complexity. These problems can be s...
Size and complexity of data repositories collaboratively created by Web users generate a need for new processing approaches. In this paper, we study the problem of detection of ļ¬...
Several diļ¬erent controller representations are compared on a non-trivial problem in simulated car racing, with respect to learning speed and ļ¬nal ļ¬tness. The controller rep...
Alexandros Agapitos, Julian Togelius, Simon M. Luc...
Abstractā Many games require opponent modelling for optimal performance. The implicit learning and adaptive nature of evolutionary computation techniques offer a natural way to d...