Explorations into NEAT and some of its derivative research
$ sh install_gym.shThen
$ pip install '.[gym]' && python train_lunar.py@article{Stanley2011CompetitiveCT,
title = {Competitive Coevolution through Evolutionary Complexification},
author = {Kenneth O. Stanley and Risto Miikkulainen},
journal = {ArXiv},
year = {2011},
volume = {abs/1107.0037},
url = {https://api.semanticscholar.org/CorpusID:11881625}
}@inproceedings{4665912,
author = {Miguel, Cesar Gomes and Silva, Carolina Feher da and Netto, Marcio Lobo},
booktitle = {2008 10th Brazilian Symposium on Neural Networks},
title = {Structural and Parametric Evolution of Continuous-Time Recurrent Neural Networks},
year = {2008},
doi = {10.1109/SBRN.2008.12}
}@article{Khamesian2021HybridSN,
title = {Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs},
author = {Saman Khamesian and Hamed Malek},
journal = {Evolving Systems},
year = {2021},
pages = {1-15},
url = {https://api.semanticscholar.org/CorpusID:244920723}
}@article{Hornby2006AutomatedAD,
title = {Automated Antenna Design with Evolutionary Algorithms},
author = {Gregory Hornby and Al Globus and Derek S. Linden and Jason D. Lohn},
journal = {Space},
year = {2006},
url = {https://api.semanticscholar.org/CorpusID:8290212}
}@inproceedings{schrum:gecco14,
title = {Evolving Multimodal Behavior With Modular Neural Networks in Ms. Pac-Man},
author = {Jacob Schrum and Risto Miikkulainen},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2014)},
month = {July},
address = {Vancouver, BC, Canada},
pages = {325--332},
note = {Best Paper: Digital Entertainment and Arts},
url = {http://www.cs.utexas.edu/users/ai-lab?schrum:gecco2014},
year = {2014}@article{stanley:ec02,
title = {Evolving Neural Networks Through Augmenting Topologies},
author = {Kenneth O. Stanley and Risto Miikkulainen},
volume = {10},
journal = {Evolutionary Computation},
number = {2},
pages = {99-127},
url = "http://nn.cs.utexas.edu/?stanley:ec02",
year = {2002}
}