Topic: "quality-diversity"
adaptive-intelligent-robotics/QDax
Accelerated Quality-Diversity
Language: Python - Size: 9.29 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 301 - Forks: 52
icaros-usc/pyribs
A bare-bones Python library for quality diversity optimization.
Language: Python - Size: 52.3 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 219 - Forks: 41
dietmarwo/fast-cma-es
A Python 3 gradient-free optimization library
Language: Python - Size: 211 MB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 139 - Forks: 19
DanieleGravina/divergence-and-quality-diversity
A collection of papers on divergence and quality diversity
Size: 130 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 72 - Forks: 5
Evolutionary-Intelligence/EvolutionaryComputation-A-Modern-Perspective-ECAMP
Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
Size: 803 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 51 - Forks: 15
smearle/control-pcgrl
Train or evolve controllable and diverse level-generators.
Language: Python - Size: 144 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 14
maxencefaldor/Leniabreeder
Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024).
Language: Jupyter Notebook - Size: 4.28 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 21 - Forks: 2
Jonas-Verhellen/Bayesian-Illumination
Bayesian Illumination is an accelerated generative model for optimization of small molecules.
Language: Jupyter Notebook - Size: 127 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 0
Jonas-Verhellen/Argenomic
Argenomic is a quality-diversity (or illumination) algorithm for optimization of small organic molecules.
Language: Python - Size: 23.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 7
icaros-usc/dqd-rl
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
Language: Python - Size: 2.32 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 0
adaptive-intelligent-robotics/Kheperax
High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchmarking.
Language: Python - Size: 26.5 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 12 - Forks: 2
kennyderek/adap
Adaptable Agent Populations via a Generative Model of Policies
Language: Python - Size: 312 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 0
instadeepai/QDax Fork of adaptive-intelligent-robotics/QDax
Accelerated Quality-Diversity
Language: Python - Size: 1.8 MB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 1
adaptive-intelligent-robotics/DCRL-MAP-Elites
DCG-MAP-Elites GECCO 2023 Best Paper Award + DCRL-MAP-Elites ACM TELO 2024
Language: Python - Size: 467 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 1
adaptive-intelligent-robotics/QD4CSP
Application of MAP-Elites algorithm for crystal structure prediction
Language: Python - Size: 2.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0
lamda-bbo/RefQD
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
Language: Python - Size: 90.8 KB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0
adaptive-intelligent-robotics/HTE
This is the repository for the paper Hierarchical Quality-Diversity for Online Damage Recovery which was accepted at GECCO 2022.
Language: C++ - Size: 138 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
maxencefaldor/learned-qd
Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization
Language: Python - Size: 20.5 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0
adaptive-intelligent-robotics/QDAC
Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" (ICML 2024).
Language: Python - Size: 194 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 1
konsfik/FI-MAP-Elites
Feasible-Infeasible MAP-Elites applied to room-based level generation
Language: C# - Size: 3.08 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0
mwolinska/QD4CSP
MSc research project on application of Quality-Diversity algorithms for crystal structure prediction
Language: Python - Size: 6.05 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
kousikr26/MEHH_RCPSP Fork of sydney-machine-learning/MEHH_RCPSP
Map Elites Hyper-Heuristic based algorithm for generating schedules for the Resource Constrained Project Scheduling Problem
Language: Python - Size: 71.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
NielsenErik/Coach-QD-MARL
Interpretable Multi Agent Reinforcement Learning with a Quality DIversity Approach
Language: Python - Size: 964 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
lamda-bbo/CCQD
The official implementation of our ICLR'24 paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".
Language: Python - Size: 58.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
diegojgutierrez/TFG-Evolutionary-Robotics
Implementation of MAP-Elites and Differential Evolution for mobile robotics. Bachelor's Degree Final Project.
Language: Python - Size: 36.1 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
