Aplicação de heurísticas computacionais bioinspiradas no jogo do dinossauro

Abstract

Bioinspired Computing refers to a research area dedicated to the development of computational heuristics inspired by natural phenomena, aiming to address highly complex problems. In this Final Course Work, two computational heuristics were implemented—the Evolutionary Algorithm (EA) and the Artificial Neural Network—to solve the dinosaur game in Google Chrome, based on the research of Pereira (2023). In this game, dinosaurs must escape obstacles, trying to survive as long as possible. In this context, intelligent techniques were applied so that the dinosaurs could act autonomously. The results found in this work were promising, and when compared to the literature, they presented superior values in the evaluation metrics used, in this case, the fitness values of each solution.