Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, etc.). [https://jmlr.org/papers/v25/23-0386.html]

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Evolutionary-Intelligence/Evolutionary-Intelligence.github.io Fork of daattali/beautiful-jekyll

Website for Evolutionary-Intelligence.github.io

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Evolutionary-Intelligence/DistributedEvolutionaryComputation

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

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Evolutionary-Intelligence/CEC2025-Tutorials-MetaEvolution

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Evolutionary-Intelligence/PSO-30-SI

A 2025 Seminar on 30-Year Particle Swarm Optimization (PSO) Inspired by Swarm Intelligence (SI).

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Evolutionary-Intelligence/DCC

Distributed Cooperative Coevolution (powered by LM-CMA/CMA-ES under the recently proposed multilevel learning framework).

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Evolutionary-Intelligence/SwarmIntelligence-A-Modern-Perspective-SIAMP

Swarm Intelligence: A Modern Perspective (SIAMP)

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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).

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Evolutionary-Intelligence/Biological-Evolution

"Just for Fun" on Evolution...

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Evolutionary-Intelligence/M-DES

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Evolutionary-Intelligence/LLM

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Evolutionary-Intelligence/Hierarchy

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Evolutionary-Intelligence/CODES Fork of P-N-Suganthan/CODES

Codes for some of my co-authored journal/conference papers

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Evolutionary-Intelligence/dpop7

A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.

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Evolutionary-Intelligence/D-LM-MA

Distributed Low-Memory Matrix Adaptation (D-LM-MA) Evolution Strategy.

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Evolutionary-Intelligence/automata-perturbation-lstm Fork of RobertTLange/automata-perturbation-lstm

Code accompanying Gómez-Nava et al. (2023, Nature Physics)

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Evolutionary-Intelligence/CoordinateDescent

A (actively updated) paper list of Coordinate Descent (CD), aka Alternative Optimization, which has an interesting relationship with Expectation Maximization (from an optimization viewpoint).

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Evolutionary-Intelligence/iCEM Fork of martius-lab/iCEM

improved Cross Entropy Method for trajectory optimization

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Evolutionary-Intelligence/go-explore Fork of uber-research/go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

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Evolutionary-Intelligence/lml Fork of locuslab/lml

The Limited Multi-Label Projection Layer

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Evolutionary-Intelligence/dcem Fork of facebookresearch/dcem

The Differentiable Cross-Entropy Method

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Evolutionary-Intelligence/High-Dim-ES-RL Fork of NiMlr/High-Dim-ES-RL

Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies

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Evolutionary-Intelligence/evogym Fork of EvolutionGym/evogym

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

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Evolutionary-Intelligence/qiqi_duan.github.io

Personal Homepage of Qiqi Duan at GitHub.

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Evolutionary-Intelligence/DES

Distributed Evolution Strategies

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Evolutionary-Intelligence/modular_QD Fork of sferes2/modular_QD

**Sferes2 module** A unifying modular framework for Quality-Diversity algorithms

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Evolutionary-Intelligence/dqd Fork of icaros-usc/dqd

A python implementation of differentiable quality diversity.

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Evolutionary-Intelligence/learn-ray

Learn how to use Ray.

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Evolutionary-Intelligence/evogym-design-tool Fork of EvolutionGym/evogym-design-tool

Design tool for creating Evolution Gym environments.

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Evolutionary-Intelligence/MMES Fork of hxyokokok/MMES

MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization

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Evolutionary-Intelligence/EM

Expectation Maximization

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Evolutionary-Intelligence/pypop-baseline

Baseline for the Development of PyPop.

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Evolutionary-Intelligence/eda-suite Fork of wohnjayne/eda-suite

Research code for using generative neural networks in Estimation of Distribution Algorithms (EDAs)

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Evolutionary-Intelligence/reconfigurable_organisms Fork of skriegman/reconfigurable_organisms

A scalable pipeline for designing reconfigurable organisms

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Evolutionary-Intelligence/PyTorch-NEAT Fork of uber-research/PyTorch-NEAT

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Evolutionary-Intelligence/Tensoft-G21 Fork of lis-epfl/Tensoft-G21

Simulator for soft modular robots using NASA Tensegrity Robotics Toolkit for GECCO-2021

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Evolutionary-Intelligence/LogoEC

Logos for Evolutionary Computation.

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Evolutionary-Intelligence/MolEvol Fork of binghong-ml/MolEvol

Source code for ICLR 2021 paper: "Molecule Optimization by Explainable Evolution"

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Evolutionary-Intelligence/cybergis-toolkit Fork of cybergis/cybergis-toolkit

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Evolutionary-Intelligence/WNPG Fork of tedmoskovitz/WNPG

implementation of Wasserstein Natural Policy Gradients and Wasserstein Natural Evolution Strategies

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Evolutionary-Intelligence/meta-learning-curiosity-algorithms Fork of mfranzs/meta-learning-curiosity-algorithms

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Evolutionary-Intelligence/EvoSkeleton Fork of Nicholasli1995/EvoSkeleton

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

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Evolutionary-Intelligence/esgd-ws Fork of tqch/esgd-ws

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Evolutionary-Intelligence/LOIS Fork of Shen-Lab/LOIS

[NeurIPS 2019] LOIS: Learning to Optimize In Swarms, guided by posterior estimation

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Evolutionary-Intelligence/holmes Fork of flowersteam/holmes

Source code for the paper Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems

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Evolutionary-Intelligence/genetic-expert-guided-learning Fork of sungsoo-ahn/genetic-expert-guided-learning

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Evolutionary-Intelligence/cerl Fork of IntelAI/cerl

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Evolutionary-Intelligence/PGMORL Fork of mit-gfx/PGMORL

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

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Evolutionary-Intelligence/PackIt Fork of princeton-vl/PackIt

Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"

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Evolutionary-Intelligence/icml2020-TNGA Fork of minogame/icml2020-TNGA

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Evolutionary-Intelligence/Titan Fork of jacobaustin123/Titan

A high-performance CUDA-based physics simulation sandbox for soft robotics and reinforcement learning.

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Evolutionary-Intelligence/comparisons_for_pypop

Comparisons of pypop versus other open-source implementations.

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Evolutionary-Intelligence/Evolutionary-Intelligence

Config files for my GitHub profile.

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Evolutionary-Intelligence/WorldModelsExperiments Fork of hardmaru/WorldModelsExperiments

World Models Experiments

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Evolutionary-Intelligence/Evolutionary-Reinforcement-Learning Fork of ShawK91/Evolutionary-Reinforcement-Learning

Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" published at NeurIPS 2018

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Evolutionary-Intelligence/BGRL Fork of behaviorguidedRL/BGRL

Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization

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Evolutionary-Intelligence/aes-rl Fork of KyunghyunLee/aes-rl

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Evolutionary-Intelligence/DvD_ES Fork of jparkerholder/DvD_ES

Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is the Evolution Strategies implementation, but of course the method can be used for gradient based RL algorithms (e.g. TD3).

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Evolutionary-Intelligence/Canonical_ES_Atari Fork of PatrykChrabaszcz/Canonical_ES_Atari

Benchmarking Canonical Evolution Strategies for Playing Atari

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Evolutionary-Intelligence/HebbianMetaLearning Fork of enajx/HebbianMetaLearning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

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Evolutionary-Intelligence/pybrain Fork of pybrain/pybrain

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