CyberAgentAILab/cmaes

Python library for CMA Evolution Strategy.

Language: Python - Size: 388 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 423 - Forks: 70

octoflar/especia

Evolutionary spectrum inversion and analysis

Language: C++ - Size: 31.6 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 1

Willseide/stock-bot

A Discord bot for stock market trading communities & investors. Track/share trades, fetch charts & data, and more.

Size: 13.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based randomized optimizers, pattern search, and random search). [https://jmlr.org/papers/v25/23-0386.html] (Its Planned Extensions: PyCoPop7, PyNoPop7, PyDPop77, and PyMePop7)

Language: Python - Size: 958 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 242 - Forks: 37

andri27-ts/Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Language: Jupyter Notebook - Size: 10 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 4,327 - Forks: 630

SimonBlanke/Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

Language: Python - Size: 38.3 MB - Last synced at: 8 days ago - Pushed at: 17 days ago - Stars: 1,231 - Forks: 90

EderSantana/projects

things I help(ed) to build

Size: 4.84 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 53 - Forks: 7

MorvanZhou/Evolutionary-Algorithm

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Language: Python - Size: 2.21 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 1,219 - Forks: 636

c-bata/goptuna

A hyperparameter optimization framework, inspired by Optuna.

Language: Go - Size: 15.4 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 267 - Forks: 23

Alro10/awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Size: 989 KB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 223 - Forks: 35

jxzhangjhu/Awesome-LLM-Prompt-Optimization

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

Size: 18.6 KB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 328 - Forks: 13

dmosopt/dmosopt

Distributed surrogate-assisted evolutionary methods for multi-objective optimization of high-dimensional dynamical systems

Language: Python - Size: 1.06 MB - Last synced at: about 12 hours ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 4

wildart/Evolutionary.jl

Evolutionary & genetic algorithms for Julia

Language: Julia - Size: 1.6 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 339 - Forks: 59

zuoxingdong/lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Language: Jupyter Notebook - Size: 95.9 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 375 - Forks: 30

nAuTahn/eMI-BBO

GECCO 2025: Toward Efficient Mixed-Integer Black-Box Optimization via Evolution Strategies with Plateau Handling Techniques

Language: Python - Size: 139 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

huseinzol05/Stock-Prediction-Models 📦

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Language: Jupyter Notebook - Size: 43.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 8,530 - Forks: 2,925

alirezamika/evostra

A fast Evolution Strategy implementation in Python

Language: Python - Size: 28.3 KB - Last synced at: 3 days ago - Pushed at: about 5 years ago - Stars: 274 - Forks: 45

MorvanZhou/mevo

Evolutionary algorithms, alternative to Reinforcement Learning

Language: Python - Size: 1.64 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 6

entrpn/fingym

A tool for developing reinforcement learning algorithms focused in stock prediction

Language: Python - Size: 20.7 MB - Last synced at: 13 days ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 5

kachayev/car-racing-attention-agent

Reproduce the results of "Neuroevolution of Self-Interpretable Agents" paper

Language: Python - Size: 80.1 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

tomitomi3/LibOptimization

LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ

Language: Visual Basic .NET - Size: 4.97 MB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 60 - Forks: 19

nAuTahn/EAs-from-the-papers

Evolutionary algorithms from the papers

Size: 131 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

goktug97/PEPG-ES

Python Implementation of Parameter-exploring Policy Gradients Evolution Strategy

Language: Python - Size: 11.2 MB - Last synced at: about 4 hours ago - Pushed at: about 5 years ago - Stars: 16 - Forks: 0

anantashahane/A-Fast-Converging-Evolutionary-Algorithm-for-Green-Vehicle-Routing-Problem

Research Project

Language: Swift - Size: 11.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

alirezamika/flappybird-es

An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.

Language: Python - Size: 2.67 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 47 - Forks: 12

SeyedMuhammadHosseinMousavi/Bio-Inspired-Fossil-Image-Segmentation-for-Paleontology

Bio-Inspired Fossil Image Segmentation for Paleontology

Language: MATLAB - Size: 1.78 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 2

vjrajsingh/bacterial_ecology

Language: JavaScript - Size: 101 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

goktug97/nes-torch

Minimal PyTorch Library for Natural Evolution Strategies

Language: Python - Size: 755 KB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 3

nomuramasahir0/crfmnes

(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems

Language: Python - Size: 879 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 1

sowmaster/esjacobians

Implementations of the algorithms described in the paper: On the Convergence Theory for Hessian-Free Bilevel Algorithms.

Language: Jupyter Notebook - Size: 601 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 10 - Forks: 2

Evan-wyl/robotlearning

Papers, codes, datasets, applications, tutorials.

Size: 113 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 11 - Forks: 0

nomuramasahir0/cma-learning-rate-adaptation

(GECCO2023 Best Paper Nomination) CMA-ES with Learning Rate Adaptation

Language: Python - Size: 2.21 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

giuse/machine_learning_workbench

Workbench for practical machine learning in Ruby.

Language: Ruby - Size: 114 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 4

AStupidBear/GCMAES.jl

Gradient-based Covariance Matrix Adaptation Evolutionary Strategy for Real Blackbox Optimization

Language: Julia - Size: 132 KB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 8

FlixCoder/open-forward-LSTM 📦

Based on the open-forward-NNs, implementation of LSTMs for evolution-strategy optimization.

Language: Rust - Size: 28.3 KB - Last synced at: 2 days ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

FlixCoder/open-forward-NN 📦

An open (accessible parameters), feed-forward-only NN (neural net) library to use it in an dynamic and free way in evolutionary algorithms. Design is influenced by the Keras Sequetial model.

Language: Rust - Size: 15.6 KB - Last synced at: 2 days ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

FlixCoder/rust-es-optimizer 📦

General Evolution-Strategy-Optimizer implementation according to https://arxiv.org/abs/1703.03864 in Rust.

Language: Rust - Size: 20.5 KB - Last synced at: 2 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

kaifishr/DroneRacing

A simple learning environment with drones for evolution-inspired optimization.

Language: Python - Size: 24.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

Zeta36/pytorch-es-tic-tac-toe

Evolution Strategies in PyTorch (Tic-tac-toe)

Language: Python - Size: 492 KB - Last synced at: 21 days ago - Pushed at: about 8 years ago - Stars: 15 - Forks: 4

wenkesj/evolution

:monkey: Evolution-ary Reinforcement Learning

Language: Go - Size: 116 KB - Last synced at: about 1 month ago - Pushed at: about 8 years ago - Stars: 12 - Forks: 3

francescoalemanno/GoES

GoES: Evolution strategy for black box optimization in pure Go.

Language: Go - Size: 41 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

DrChainsaw/NaiveGAflux.jl

Evolve Flux networks from scratch!

Language: Julia - Size: 5.04 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 41 - Forks: 1

rikifunt/cgp-vec

Vectorized Cartesian Genetic Programming library

Language: Python - Size: 91.8 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

HaiAu2501/Black-Box-Optimization

Language: Jupyter Notebook - Size: 133 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

borgwang/evolution-strategy

Language: Python - Size: 43 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

Subramanyam6/A-Comprehensive-Review-on-RL-DL-in-Multi-Agent-Systems

Size: 619 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

ViRu-ThE-ViRuS/Evolve

High Performance CPU Library for Neuro-Evolutionary Learning (NEAT) & Genetic Algorithms for Keras models

Language: Python - Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

LYK315/Genetic-Algorithm

Using Genetic Algorithm to solve Optimization Problems

Language: Python - Size: 0 Bytes - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

sash-a/ScalableES.jl

Implementation of OpenAI's ES in julia

Language: Julia - Size: 284 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

huseinzol05/Machine-Learning-Numpy 📦

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

Language: Jupyter Notebook - Size: 44.9 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 104 - Forks: 63

EvoConJP/CMA-ES_with_Margin

(GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization

Language: Python - Size: 2.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 1

itsatefe/Evolutionary-Computing

Evolutionary Algorithm

Language: Jupyter Notebook - Size: 113 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Goykhman/Hawk_Dove_Game

Simulation of convergence to Evolutionary Stable Strategy (ESS) in the Hawk/Dove game.

Language: JavaScript - Size: 16.6 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

huiwang159/Evolution-of-Morality

Two simulations that may explain the origin of morality within the framework of evolutionary game theory.

Language: Jupyter Notebook - Size: 4.71 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

facaraff/SOS

The Stochastic Optimisation Software (SOS) is a research-oriented software platform for Metaheuristic Optimisation (Stochastic Optimisation). If you are using SOS, please acknowledge the article "Caraffini, F.; Iacca, G. The SOS Platform: Designing, Tuning and Statistically Benchmarking Optimisation Algorithms. Mathematics 2020, 8, 785." (https://doi.org/10.3390/math8050785)

Language: Java - Size: 42.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 4

jviquerat/pbo

Policy-based optimization : single-step policy gradient seen as an evolution strategy

Language: Python - Size: 44.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 5

smkalami/ypea

Yarpiz Evolutionary Algorithms Toolbox for MATLAB

Language: HTML - Size: 2.33 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 25

Amin-Sz/Deep-Reinforcement-Learning

Language: Python - Size: 204 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

goktug97/estorch

Evolution Strategy Library

Language: Python - Size: 61.5 KB - Last synced at: 12 days ago - Pushed at: almost 5 years ago - Stars: 55 - Forks: 3

mdibaiee/flappy-es

Flappy Bird AI using Evolution Strategies

Language: Python - Size: 3.33 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 141 - Forks: 16

shashankkotyan/RobustArchitectureSearch

This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 1

Brenda-Machado/evorobotpy2-with-ne

Repository containing results and the algorithms described in the article: https://periodicos.ufsm.br/coming/article/view/85256

Language: Python - Size: 2.94 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ewarchul/cecb

Language: R - Size: 127 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ShuhuaGao/gpFlappyBird

Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

Language: Python - Size: 39.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 155 - Forks: 28

LinggarM/evolutionary-algorithms

Collection of codes of Evolutionary Algorithms college course (Knapsack Problem & Travelling Salesman Problem)

Language: Jupyter Notebook - Size: 42 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rajcscw/pytorch-optimize

A simple black-box optimization framework to train your pytorch models for optimizing non-differentiable objectives

Language: Python - Size: 60.5 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 3

evopy/evopy

Evolutionary Strategies made simple!

Language: Python - Size: 69.3 KB - Last synced at: 16 days ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 2

VictorG-028/Evolucionary-Algorithms-in-RPG-Items-Combinatorial-Problem

Otimizações de build com GA, ES, BA, ACO para Genshin Impact (projeto de computação evolutiva 2021.2)

Language: Python - Size: 25.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

alexsenden/ESSimulation

Evolution Strategy used to solve a pathfinding problem. Project created for University of Manitoba COMP 3190: Introduction to Artificial Intelligence

Language: Java - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

nerkulec/Explore

Evolution Playground - an interactive webapp providing a visual demonstration of Evolutionary Strategies algorithms solving a Reinforcement Learning task in a physically simulated environment.

Language: TypeScript - Size: 1.84 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

PRISHIta123/Scheduling_Algorithms_for_Water_Dam_Controller

Contains code for RL and NES scheduling algorithms to optimize a flood control problem in a water dam

Language: Python - Size: 1.45 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

phil8192/neuroevolution

Fixed topology neural network evolution using evolutionary strategy + genetic algorithm

Language: Java - Size: 145 KB - Last synced at: almost 2 years ago - Pushed at: about 10 years ago - Stars: 3 - Forks: 1

rwill128/evo-sim-cuda-python

An evolution simulation inspired by Biogenesis on Sourceforge.

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

NiMlr/High-Dim-ES-RL

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

Language: Python - Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 5

nomuramasahir0/cec2023-tutorial

(CEC2023 Tutorial) Foundations and Recent Advances on Natural Evolution Strategies

Language: Jupyter Notebook - Size: 7.76 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

pablorp80/mu-ro-lambda-es

Deep Learning Evolved: Overcoming Sub-Optimal Local Minima with $(\mu / \rho + \lambda)$-Evolution Strategies

Language: MATLAB - Size: 17.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

nnaisense/pgpelib

A mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxiv.org/abs/2008.02387) from NNAISENSE.

Language: Python - Size: 6.73 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 62 - Forks: 2

JaywayXu/Multi-objective-evolution-strategy

multi-objective problem and evolution strategy

Language: Jupyter Notebook - Size: 80.4 MB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

OhGreat/ES_adversarial_attacks_library

Framework for benchmarking black-box adversarial attacks, modeled with ES.

Language: Python - Size: 6.86 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

marmakoide/eskit

ESKit is a portable library written in C, that provides implementations of some self-adaptive evolution strategies

Language: C - Size: 247 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

brenomfviana/ies-usp

Codes from the couse of Introduction of Evolutionary Systems (IES) of University of São Paulo (USP).

Language: Jupyter Notebook - Size: 4.33 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

TheoLvs/reinforcement-learning

Personal experiments on Reinforcement Learning

Language: Jupyter Notebook - Size: 39.6 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 79 - Forks: 36

tommy9/Triangles

Approximating images with triangles by evolution strategies

Language: JavaScript - Size: 1.39 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

MH-Farhadi/Genetic-Algorithms

Language: Python - Size: 8.79 KB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

kounger/ES_1-Lmax

This Python script uses Evolution Strategy (ES) to minimize maximum lateness on a single machine (1||Lmax).

Language: Python - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

amtoine/evolution Fork of d9w/evolution 📦

Introduction to Evolutionary Computation class

Language: Jupyter Notebook - Size: 117 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

kaifishr/RocketLander

A simple framework equipped with optimization algorithms, such as reinforcement learning, evolution strategies, genetic optimization, and simulated annealing, to enable an orbital rocket booster to land autonomously.

Language: Python - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

nomuramasahir0/xnes-adaptive-lr

(EvoApps2022) "Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies"

Language: Python - Size: 1.71 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Howuhh/evolution_strategies_openai

implementation of "Evolution Strategies as a Scalable Alternative to Reinforcement Learning" OpenAI paper

Language: Python - Size: 3.85 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 1

ngctnnnn/Simulation_experiments_for_optimizing_objective_function

Simulation experiments for optimizing objective function with Differential Evolution, Evolution Strategies and Cross Entropy Method (2 versions)

Language: Jupyter Notebook - Size: 416 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 2

ekorudiawan/JADE

JADE - Adaptive Differential Evolution

Language: Python - Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

aliyzd95/Evolutionary-Algorithms-from-scratch

Implementation of Evolution Strategies (ES), Particle Swarm Optimization (PSO) and Differential Evolution (DE) from scratch

Language: Python - Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JorgeCeja/evolution-strategies

🦾Distributed Natural Evolution Strategies Build with PyTorch and Ray

Language: Python - Size: 4.88 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 17 - Forks: 2

alexcaselli/Evolutionary-Strategies-Benchmark

The scope of this project is to implement and test three different evolutionary strategies (Cross-Entropy Method (CEM), Natural Evolution Strategy (NES), Covariance Matrix Adaptation Evolution Strategy (CMA-ES)) on two different convex functions (a sphere function and a 2-dimensional Rastrigin function) to further explore their capabilities.

Language: Python - Size: 18 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

trunghng/evolution_strategies

Language: Python - Size: 36.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

MohammadAsadolahi/nQueens-problem-solved-with-evolutionary-strategy-in-python

find arrangement for n Queens in n*n board of chees using Genetic algorithms

Language: Python - Size: 65.4 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

fschur/Evolutionary-Reinforcement-Learning-for-OpenAI-Gym

Implementation of Augmented-Random-Search for OpenAI Gym environments

Language: Python - Size: 20.5 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

Areeb297/MSc-Dissertation-Project-EAGANs

This repository consists of the code I edited and developed which solves a unique timetabling problem of a large academic department. The code uses an evolutionary algorithm, a simulated hardening process and a type of general adversarial network which produces a range of valid timetables

Language: Python - Size: 7.19 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

camara94/penseecritique

La pensée critique, c'est évaluer selon des critères pour porter un jugement. « La pensée critique est un processus qui consiste à examiner des idées ou des situations pour arriver à bien les comprendre, à en déterminer les implications ou les conséquences et à porter un jugement ou à éclairer une décision

Size: 31.3 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

smkalami/ypea108-cma-es

CMA-ES in MATLAB

Language: MATLAB - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2