Abstract: Designing Convolutional Neural Networks (CNNs) for a specific task requires not only Deep Learning expertise but also knowledge of the problem. The goal of Neuroevolution is to find CNN ...
With wars, pandemics, and political upheavals reshaping global finance, traditional models fall short. NEAT offers resilience in a world where adaptation is the only survival strategy A World Where ...
Abstract: This paper investigates the application of Neuroevolution of Augmenting Topologies (NEAT) to automate gameplay in Dark Souls, a notoriously challenging action role-playing game characterized ...
1 BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, MI, United States 2 Department of MicroData Analytics, Dalarna University, Falun, Dalarna, Sweden ...
git clone https://github.com/BarryFutureman/EvoMerge cd EvoMerge pip install . # Or pip install -e . Note that I'm using a docker for text generation webui, the setup ...
The textbook for this class is Risi, Ha, Tang, and Miikkulainen (in press): Neuroevolution: Harnessing Creativity in AI Model Design Cambridge, MA: MIT Press. Since it is not yet out, you'll have ...
The class follows the traditional format: reading assignments from the textbook for each lecture, homework assignments throughout the semester, a midterm exam, and a final exam. For those students who ...
The project showcases the implementation of the NEAT algorithm in Python to play a Flappy Bird-like game. It orchestrates the evolution and evaluation of a bird population through successive ...
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