quality-diversity
There are 26 repositories under quality-diversity topic.
adaptive-intelligent-robotics/QDax
Accelerated Quality-Diversity
icaros-usc/pyribs
A bare-bones Python library for quality diversity optimization.
dietmarwo/fast-cma-es
A Python 3 gradient-free optimization library
DanieleGravina/divergence-and-quality-diversity
A collection of papers on divergence and quality diversity
Evolutionary-Intelligence/EC-A-Modern-Perspective
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (1st Edition: from 2023 to 2027).
smearle/control-pcgrl
Train or evolve controllable and diverse level-generators.
icaros-usc/dqd-rl
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
Jonas-Verhellen/Argenomic
Argenomic is a quality-diversity (or illumination) algorithm for optimization of small organic molecules.
Jonas-Verhellen/Bayesian-Illumination
Bayesian Illumination is an accelerated generative model for optimization of small molecules.
maxencefaldor/Leniabreeder
Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024).
kennyderek/adap
Adaptable Agent Populations via a Generative Model of Policies
adaptive-intelligent-robotics/Kheperax
High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchmarking.
adaptive-intelligent-robotics/QDAC
Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" (ICML 2024).
adaptive-intelligent-robotics/QD4CSP
Application of MAP-Elites algorithm for crystal structure prediction
instadeepai/QDax
Accelerated Quality-Diversity
adaptive-intelligent-robotics/DCRL-MAP-Elites
DCG-MAP-Elites GECCO 2023 Best Paper Award + DCRL-MAP-Elites ACM TELO 2024
lamda-bbo/CCQD
Official implementation of ICLR'24 spotlight paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".
lamda-bbo/NSS
Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"
adaptive-intelligent-robotics/HTE
This is the repository for the paper Hierarchical Quality-Diversity for Online Damage Recovery which was accepted at GECCO 2022.
konsfik/FI-MAP-Elites
Feasible-Infeasible MAP-Elites applied to room-based level generation
lamda-bbo/RefQD
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
kousikr26/MEHH_RCPSP
Map Elites Hyper-Heuristic based algorithm for generating schedules for the Resource Constrained Project Scheduling Problem
mwolinska/QD4CSP
MSc research project on application of Quality-Diversity algorithms for crystal structure prediction
diegojgutierrez/TFG-Evolutionary-Robotics
Implementation of MAP-Elites and Differential Evolution for mobile robotics. Bachelor's Degree Final Project.
Leniabreeder/leniabreeder.github.io
Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024) webpage.
NielsenErik/MultiAgent_and_QualityDiversity_ReinforcementLearning
Interpretable Multi Agent Reinforcement Learning with a Quality DIversity Approach