Evolving strategy for a probabilistic game of imperfect information using genetic programming |
| |
| Authors: | Wojciech Jaśkowski Krzysztof Krawiec Bartosz Wieloch |
| |
| Affiliation: | (1) Institute of Computing Science, Poznan University of Technology, Poznan, Poland |
| |
| Abstract: | ![]()
We provide the complete record of methodology that let us evolve BrilliAnt, the winner of the Ant Wars contest. Ant Wars contestants are virtual ants collecting food on a grid board in the presence of a competing ant. BrilliAnt has been evolved through a competitive one-population coevolution using genetic programming and fitnessless selection. In this paper, we detail the evolutionary setup that lead to BrilliAnt’s emergence, assess its direct and indirect human-competitiveness, and describe the behavioral patterns observed in its strategy.
|
| |
| Keywords: | |
| 本文献已被 SpringerLink 等数据库收录！ |
|
