Accelerated Quality-Diversity
-
Updated
Oct 13, 2024 - Python
#
quality-diversity
Here are 26 public repositories matching this topic...
A bare-bones Python library for quality diversity optimization.
python deep-learning optimization openai-gym artificial-intelligence evolutionary-algorithms evolutionary-computation quality-diversity cma-es map-elites
-
Updated
Dec 19, 2024 - Python
A Python 3 gradient-free optimization library
-
Updated
Nov 12, 2024 - Python
A collection of papers on divergence and quality diversity
evolutionary-algorithms search-algorithm novelty curiosity quality-diversity divergence surprise map-elites quality-diversity-algorithms
-
Updated
Aug 12, 2022
Evolutionary Computation (EC): A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
machine-learning neuroevolution artificial-intelligence genetic-programming evolutionary-algorithms genetic-algorithms evolutionary-computation swarm-intelligence evolutionary-robotics evolution-strategies quality-diversity evolutionary-learning evolutionary-optimization population-based-optimization bio-inspired-optimization bio-inspired-computing
-
Updated
Dec 19, 2024
Train or evolve controllable and diverse level-generators.
reinforcement-learning deep-learning evolutionary-algorithms quality-diversity neural-cellular-automata
-
Updated
Mar 2, 2024 - Python
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
deep-learning optimization openai-gym artificial-intelligence evolutionary-algorithms evolutionary-computation quality-diversity cma-es map-elites
-
Updated
Oct 3, 2022 - Python
Argenomic is a quality-diversity (or illumination) algorithm for optimization of small organic molecules.
genetic-algorithm generative-model illumination soft-robotics quality-diversity map-elites molecular-optimization
-
Updated
Apr 9, 2024 - Python
Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024).
-
Updated
Jul 13, 2024 - Jupyter Notebook
Bayesian Illumination is an accelerated generative model for optimization of small molecules.
cheminformatics molecular-structures genetic-algorithm generative-model bayesian-optimization quality-diversity
-
Updated
Jul 5, 2024 - Python
Adaptable Agent Populations via a Generative Model of Policies
-
Updated
Oct 14, 2021 - Python
Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" (ICML 2024).
-
Updated
Jun 16, 2024 - Python
High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchmarking.
-
Updated
Sep 25, 2024 - Python
Accelerated Quality-Diversity
-
Updated
Jul 18, 2022 - Python
Application of MAP-Elites algorithm for crystal structure prediction
-
Updated
Feb 26, 2024 - Python
DCG-MAP-Elites GECCO 2023 Best Paper Award + DCRL-MAP-Elites ACM TELO 2024
-
Updated
Sep 19, 2024 - Python
Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"
-
Updated
Jul 9, 2023 - Python
Official implementation of ICLR'24 spotlight paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".
reinforcement-learning neuroevolution evolutionary-algorithms quality-diversity cooperative-coevolution
-
Updated
Mar 6, 2024 - Python
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
-
Updated
Jun 9, 2024 - Python
Feasible-Infeasible MAP-Elites applied to room-based level generation
-
Updated
Jul 30, 2022 - C#
Improve this page
Add a description, image, and links to the quality-diversity topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the quality-diversity topic, visit your repo's landing page and select "manage topics."