novelty-search

There are 20 repositories under novelty-search topic.

  • samim23/Novelty-Search-Live

    Musical Novelty Search: Evolutionary Algorithms + Ableton Live

    Language:Python9811118

  • StefanoFioravanzo/MAP-Elites

    Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

    Language:Jupyter Notebook488011

  • 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

    Language:Go37607

  • 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.

    Language:C++17664

  • GPaolo/novelty_search_gym

    A (fairly modular and easily expandable) novelty search implementation for gym-based environments

    Language:Jupyter Notebook11201

  • manosmiras/Level-Generator

    An implementation and evaluation of biologically inspired techniques in game level generation. Honours project for the Games Development course.

    Language:C#7102

  • 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).

    Language:Python5110

  • ukuleleplayer/DeepIE3D

    Source of DeepIE3D: Training + Frontend + Backend = Everything

    Language:Python5300

  • BR00KE/EVOBAB

    Project Investigating the Impact of a Complexity Cost on the Complexity of Robots Evolved Under two Different Selective Pressures

    Language:C++300

  • 12mashok/neat-python

    Python implementation of the NEAT neuroevolution algorithm

    Language:Python2000

  • jakobj/treasure-hunter

    A variety of novelty search for agents evolving in grid worlds.

    Language:Python2210

  • CCarissimo/RapidRL

    Rapid Reinforcement Learning

    Language:Python1210
  • 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

    Language:Jupyter Notebook130

  • DIGNEA/dignea

    Diverse Instance Generator with Novelty and EAs

    Language:C++1111

  • DIGNEA/DIGNEApy

    Diverse Instance Generator with Novelty and EAs

    Language:Python1100

  • jakobj/novel-life

    Novelty search discovers interesting seeds for the Game of Life.

    Language:Rust1200

  • matsagad/beng-project

    Evolutionary algorithms for promoter architecture design. A repository for my undergraduate thesis.

    Language:Python1100

  • oliverweissl/MorphologicalNovelty

    A method to determine morphological novelty in a set of modular robots.

    Language:Python1110

  • FabMab/GA-NS-comparison-tool

    Genetic algorithm & Novelty search algorithm performance comparison tool

    Language:Java0100

  • PAL-ULL/ns_kp_generation

    Language:C++0400