novelty-search

There are 1 repository under novelty-search topic.

samim23 / Novelty-Search-Live
Musical Novelty Search: Evolutionary Algorithms + Ableton Live
ableton-live evolutionary-algorithms novelty-search
Language:Python 97
StefanoFioravanzo / MAP-Elites
Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization
genetic-programming evolutionary-algorithms novelty-search constrained-optimization
Language:Jupyter Notebook 46
yaricom / goNEAT_NS
This project provides GOLang implementation of Neuro-Evolution of Augmenting Topologies (NEAT) with Novelty Search optimization aimed to solve deceptive tasks with strong local optima
artificial-neural-networks augmenting-topologies explainable-ai explainable-artificial-intelligence golang modular-ai neat neuroevolution novelty-search reinforcement-learning-algorithms unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning
Language:Go 36
jdisset / gaga
GAGA is a fast, header only, multi-objective, and distributed evolutionary algorithm library written in modern C++. It is designed to be easily usable with various genotype representations and allows the user to enable or disable several features such as novelty search or speciation. It also produces and exports various customizable statistics.
genetic-algorithm novelty-search speciation evolutionary-algorithms c-plus-plus c-plus-plus-17 library header-only
Language:C++ 17
GPaolo / novelty_search_gym
A (fairly modular and easily expandable) novelty search implementation for gym-based environments
novelty-search evolutionary-algorithms gym openai-gym
Language:Jupyter Notebook 10
manosmiras / Level-Generator
An implementation and evaluation of biologically inspired techniques in game level generation. Honours project for the Games Development course.
pcg procedural-content-generation genetic-algorithms fi-2pop-ga procedural-level-generation unity unity3d evolutionary-algorithms procedural procedural-generation novelty-search minimal-criteria-novelty-search
Language:C# 7
ammackenzie / Webots-Universal-Controller-and-Evolutionary-Robotics-Suite
A universal supervisor controller and ER suite for Webots that can be adapted to any wheeled robot morphology with ease. The project is also setup to allow for easy Reinforcement Learning experimentation with some select algorithms (CMA-ES, Novlty Search, MAP-Elites) and neural networks (fixed and recurrent).
webots cma-es robotics evolutionary-computation neural-network evolutionary-robotics novelty-search machine-learning artificial-intelligence deap-library experimentation map-elites
Language:Python 5
ukuleleplayer / DeepIE3D
Source of DeepIE3D: Training + Frontend + Backend = Everything
deep-learning neural-network gan 3d-printing 3d-models 3d-gan pytorch interactive-evolutionary-algorithm evolutionary-algorithm wgan-gp dcgan webgl flask client-server deep-neural-networks novelty-search
Language:Python 5
BR00KE / EVOBAB
Project Investigating the Impact of a Complexity Cost on the Complexity of Robots Evolved Under two Different Selective Pressures
complexity-cost novelty-search
Language:C++ 3
12mashok / neat-python
Python implementation of the NEAT neuroevolution algorithm
neat neat-python neat-algorithm novelty-search
Language:Python 2
jakobj / treasure-hunter
A variety of novelty search for agents evolving in grid worlds.
novelty-search evolutionary-algorithm grid-world
Language:Python 2
CCarissimo / RapidRL
Rapid Reinforcement Learning
reinforcement-learning multi-level-abstraction exploration generalization machine-learning novelty-search
Language:Python 1
DigitalCoordinationChemistry
croningp / DigitalCoordinationChemistry
Code and associated data relating to Kowalski, MacGregor, Long, Bell, and Cronin, "Automated Library Generation and Serendipity Quantification enables Diverse Discovery in Coordination Chemistry", JACS, 2022
bayesian-optimization chemistry guassian-processes nmf-matrix-factorization novelty-search synthesis library-generation
Language:Jupyter Notebook 1
DIGNEA / dignea
Diverse Instance Generator with Novelty and EAs
cpp evolutionary-algorithms metaheuristics novelty-search optimization
Language:C++ 1
DIGNEA / DIGNEApy
Diverse Instance Generator with Novelty and EAs
evolutionary-algorithms metaheuristics novelty-search optimization python3 quality-diverse
Language:Python 1
jakobj / novel-life
Novelty search discovers interesting seeds for the Game of Life.
game-of-life novelty-search
Language:Rust 1
matsagad / beng-project
Evolutionary algorithms for promoter architecture design. A repository for my undergraduate thesis.
evolutionary-algorithms markov-chains promoter-architectures novelty-search
Language:Python 1
oliverweissl / MorphologicalNovelty
A method to determine morphological novelty in a set of modular robots.
evolutionary-algorithms modular-robots novelty-search
Language:Python 1
FabMab / GA-NS-comparison-tool
Genetic algorithm & Novelty search algorithm performance comparison tool
search-based-software-engineering genetic-algorithms novelty-search software-design java javafx
Language:Java 0
PAL-ULL / ns_kp_generation
evolutionary-algorithms knapsack-problem kp novelty-search optimisation
Language:C++ 0

novelty-search

samim23 / Novelty-Search-Live

StefanoFioravanzo / MAP-Elites

yaricom / goNEAT_NS

jdisset / gaga

GPaolo / novelty_search_gym

manosmiras / Level-Generator

ammackenzie / Webots-Universal-Controller-and-Evolutionary-Robotics-Suite

ukuleleplayer / DeepIE3D

BR00KE / EVOBAB

12mashok / neat-python

jakobj / treasure-hunter

CCarissimo / RapidRL

croningp / DigitalCoordinationChemistry

DIGNEA / dignea

DIGNEA / DIGNEApy

jakobj / novel-life

matsagad / beng-project

oliverweissl / MorphologicalNovelty

FabMab / GA-NS-comparison-tool

PAL-ULL / ns_kp_generation