Accelerated Quality-Diversity
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Updated
Apr 17, 2024 - Python
Accelerated Quality-Diversity
A bare-bones Python library for quality diversity optimization.
A Python 3 gradient-free optimization library
A collection of papers on divergence and quality diversity
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).
Train or evolve controllable and diverse level-generators.
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
Argenomic is a quality-diversity (or illumination) algorithm for optimization of small organic molecules.
Adaptable Agent Populations via a Generative Model of Policies
Quality Diversity through Human Feedback, NeurIPS 2023 ALOE Workshop (Spotlight).
Accelerated Quality-Diversity
Application of MAP-Elites algorithm for crystal structure prediction
Feasible-Infeasible MAP-Elites applied to room-based level generation
This is the repository for the paper Hierarchical Quality-Diversity for Online Damage Recovery which was accepted at GECCO 2022.
The official implementation of ICLR'24 spotlight paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".
Map Elites Hyper-Heuristic based algorithm for generating schedules for the Resource Constrained Project Scheduling Problem
MSc research project on application of Quality-Diversity algorithms for crystal structure prediction
Implementation of MAP-Elites and Differential Evolution for mobile robotics. Bachelor's Degree Final Project.
Interpretable Multi Agent Reinforcement Learning with a Quality DIversity Approach
Website repository for Leniabreeder.
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