contains code related to all machine learning models being studied.
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Updated
Oct 4, 2018 - Python
contains code related to all machine learning models being studied.
Machine learning model that learns to play Flappy bird game developed using Neural networks and Genetic algorithm(NEAT).
Genetic Algorithm for Neural Network Architecture and Hyperparameter Optimization and Neural Network Weight Optimization with Genetic Algorithm
Hyper-Parameter Optimisation experiment as part of my undergraduate dissertation (2019)
"Neuro Evolution of Augmenting Topologies"
Several approaches using deep reinforcement learning to play Super Mario Bros.
Genetic algorithm (NEAT) to generate and optimize deep neural networks for the game "Flappy Bird".
The project aims to teach a neural net how to play the famous game 'Flappy Bird'. To play the game deep learning and genetic algorithms are applied.
Various studies show that criticality is an attractor in biological evolution. Which conditions have to be fulfilled, such that criticality acts as an attractor in our neuroevolution simulation? -- Masters Thesis Project ---
Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184
Python implementation of the Semantic Learning Machine
Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.
C++ ES-HyperNEAT algorithm implementation
Heuristic AI for playing Tetris. Uses neuro-evolution algorithm.
Developing an Intelligent Agent from scratch to play a game with Applying Neuroevolution to achieve high scores
An implementation of the NEAT-Algorithm and an UE4 project to try it out.
I'm learning about machine learning algorithms by implementing them and using them in Java.
Neuroevolution through Augmenting Topologies
The power of Neural Networks and neuro-evolution. Creating and training digital creatures to find the path to a target.
🥕 Evolutionary Neural Networks in JavaScript
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