Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
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Updated
Jun 9, 2024 - Python
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
Adaptable Agent Populations via a Generative Model of Policies
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
Implementation of MAP-Elites and Differential Evolution for mobile robotics. Bachelor's Degree Final Project.
Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"
Official implementation of ICLR'24 spotlight paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".
Feasible-Infeasible MAP-Elites applied to room-based level generation
Interpretable Multi Agent Reinforcement Learning with a Quality DIversity Approach
Map Elites Hyper-Heuristic based algorithm for generating schedules for the Resource Constrained Project Scheduling Problem
Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024) webpage.
Application of MAP-Elites algorithm for crystal structure prediction
MSc research project on application of Quality-Diversity algorithms for crystal structure prediction
Bayesian Illumination is an accelerated generative model for optimization of small molecules.
This is the repository for the paper Hierarchical Quality-Diversity for Online Damage Recovery which was accepted at GECCO 2022.
Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" (ICML 2024).
Repository for "Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity" (ALIFE 2024).
Accelerated Quality-Diversity
DCG-MAP-Elites GECCO 2023 Best Paper Award + DCRL-MAP-Elites ACM TELO 2024
High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchmarking.
A collection of papers on divergence and quality diversity
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