Code Bullet on MSN

I trained an AI to master Asteroids!

Using neuroevolution, an AI was trained to play the game Asteroids, demonstrating impressive capabilities and learning processes.
Finextra

When Old Models Fail: How NEAT Could Redefine Finance in a Chaotic World Order

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 ...
IEEE

Learning Dark Souls Combat Through Pixel Input with Neuroevolution

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 ...
Frontiers

Incentivising cooperation by judging a group’s performance by its weakest member in neuroevolution and reinforcement learning

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 ...
www.cs.utexas.edu

SA3: Neuroevolution Reinforcement Learning

Neuroevolution is a new and emerging area of reinforcement learning (RL). Whereas the traditional value-function-based approach focuses mostly on MDP problems and on maximizing lifetime reward, ...
www.cs.utexas.edu

CS378 Neuroevolution

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 ...
SciELO

ESTIMATION OF HEIGHT OF EUCALYPTUS TREES WITH NEUROEVOLUTION OF AUGMENTING TOPOLOGIES (NEAT)

The aim of this study was to evaluate the method of neuroevolution of augmenting topologies (NEAT) to adjust the weights and the topology of artificial neural networks (ANNs) in the estimation of tree ...
GitHub

neuroevolution-of-augmenting-topologies

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 ...