- author = "Itay Azaria and Achiya Elyasaf and Moshe Sipper",
- title = "Evolving Artificial General Intelligence for Video Controllers",
- booktitle = "Genetic Programming Theory and Practice XIV",
- year = "2016",
- editor = "Rick Riolo and Bill Worzel and Brian Goldman and Bill Tozier",
- pages = "53--63",
- address = "Ann Arbor, USA",
- month = "19-21 " # may,
- publisher = "Springer",
- keywords = "genetic algorithms, genetic programming, Hyper-Heuristic",
- isbn13 = "978-3-319-97087-5",
-
URL = "
https://www.cs.bgu.ac.il/~sipper/publications/Evolving%20Artificial%20General%20Intelligence.pdf",
-
URL = "
https://www.springer.com/us/book/9783319970875",
-
DOI = "
doi:10.1007/978-3-319-97088-2_4",
- size = "12 pages",
-
abstract = "The General Video Game Playing Competition (GVGAI)
defines a challenge of creating controllers for general
video game playing, a testbed, as it were-for examining
the issue of artificial general intelligence. We
develop herein a game controller that mimics
human-learning behaviour, focusing on the ability to
generalize from experience and diminish learning time
as new games present themselves. We use genetic
programming to evolve hyper heuristic-based general
players, our results
showing the effectiveness of evolution in meeting the generality challenge.",
-
notes = "
Part of \cite{Tozier:2016:GPTP} published after the workshop",
