Browsing School of Computer Science and Informatics by Subject "Video games"

DSpace/Manakin Repository

Now showing items 1-2 of 2

Evolving behaviour trees for the Mario AI competition using grammatical evolution

Perez, Diego ; Nicolau, Miguel ; O'Neill, Michael ; Brabazon, Anthony (Springer, 2011-04-27)

This paper investigates the applicability of Genetic Programming type systems to dynamic game environments. Grammatical Evolution was used to evolve Behaviour Trees, in order to create controllers for the Mario AI Benchmark. ...
Learning environment models in car racing using stateful genetic programming

Agapitos, Alexandros ; O'Neill, Michael ; Brabazon, Anthony ; Theodoridis, Theodoros (IEEE, 2011-08-31)

For computational intelligence to be useful in creating game agent AI we need to focus on methods that allow the creation and maintenance of models for the environment, which the artificial agents inhabit. Maintaining a ...