- author = "Robert Gold and Henrique Branquinho and Erik Hemberg and Una-May O'Reilly and Pablo Garcia-Sanchez",
- title = "Genetic Programming and Coevolution to Play the {Bomberman} Video Game",
- booktitle = "26th International Conference, EvoApplications 2023",
- year = "2023",
- month = apr # " 12-14",
- editor = "Joao Correia and Stephen Smith and Raneem Qaddoura",
- series = "LNCS",
- volume = "13989",
- publisher = "Springer Verlag",
- address = "Brno, Czech Republic",
- pages = "765--779",
- organisation = "EvoStar, Species",
- keywords = "genetic algorithms, genetic programming, Lexicographical Fitness, Artificial Intelligence, BombermanTM",
- isbn13 = "978-3-031-30229-9",
-
DOI = "
doi:10.1007/978-3-031-30229-9_49",
- size = "15 pages",
- abstract = "The field of video games is of great interest to researchers in computational intelligence due to the complex, rich and dynamic nature they provide. We propose using Genetic Programming with coevolution and lexicographic fitness to generate an agent that plays the Bomberman game. We investigate two sets of Genetic Programming building blocks: one contains conditions relative to movement, and the other does not. We aim to see whether the benefits of these movement-related conditions outweigh the negatives caused by increased search space size. We show that the benefits gained do not outweigh the increase in search space size.",
-
notes = "http://www.evostar.org/2023/
EvoApplications2023 held in conjunction with EuroGP'2023, EvoCOP2023 and EvoMusArt2023",
