Accelerated Quality-Diversity
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Oct 13, 2024 - Python
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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
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Dec 19, 2024 - Python
A Python 3 gradient-free optimization library
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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
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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 genetic-algorithm neuroevolution artificial-intelligence genetic-programming global-optimization artificial-life evolutionary-algorithm evolutionary-computation evolutionary-robotics evolution-strategy quality-diversity meta-evolution
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Dec 19, 2024
Train or evolve controllable and diverse level-generators.
reinforcement-learning deep-learning evolutionary-algorithms quality-diversity neural-cellular-automata
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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
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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
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Apr 9, 2024 - Python
Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024).
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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
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Jul 5, 2024 - Python
Adaptable Agent Populations via a Generative Model of Policies
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Oct 14, 2021 - Python
Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" (ICML 2024).
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Jun 16, 2024 - Python
High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchmarking.
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Sep 25, 2024 - Python
Accelerated Quality-Diversity
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Jul 18, 2022 - Python
Application of MAP-Elites algorithm for crystal structure prediction
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Feb 26, 2024 - Python
DCG-MAP-Elites GECCO 2023 Best Paper Award + DCRL-MAP-Elites ACM TELO 2024
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Sep 19, 2024 - Python
Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"
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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
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Mar 6, 2024 - Python
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
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Jun 9, 2024 - Python
This is the repository for the paper Hierarchical Quality-Diversity for Online Damage Recovery which was accepted at GECCO 2022.
machine-learning robotics paper quality-diversity hierarchical-learning hierarchical-quality-diversity
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Nov 22, 2022 - C++
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