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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bsm1-ghg---ringtest

ghg

bsm1_gym

Transform a Modelica model (BSM1) into a Python OpenAI Gym environment, and optimize operation cost using reinforcement learning.

bsm1_in_python

cmosma

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

dmmops

fjsp-with-genetic-algorithm

This project involves using Genetic Algorithm to solve the dynamic scheduling problem of flexible Job Shop production.

framework

MOEA/D is a general-purpose algorithm framework. It decomposes a multi-objective optimization problem into a number of single-objective optimization sub-problems and then uses a search heuristic to optimize these sub-problems simultaneously and cooperatively.

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

ieee

Quick start for modern LaTeXing for an IEEE conference

lssvmlib

This repository provides a Python3 Library with implementations of the Least-Squares Support Vector Machine (LS-SVM) machine learning model. The Classes are designed to integrate smoothly with the scikit-learn library.

lstm-svm-rf-time-series

Regression prediction of time series data using LSTM, SVM and random forest. 使用LSTM、SVM、随机森林对时间序列数据进行回归预测，注释拉满。

mappo

This is the official implementation of Multi-Agent PPO.

miniforge

A conda-forge distribution.

mo-ffjsp

Multi-Objective fuzzy Flexsible Job Shop Scheduling Problem

pmsm-drives-field-oriented-control-with-machine-learning

A Twin Delayed Deep Deterministic Policy Gradient (TD3) algorithm is used to perform correction signals to inner-control loop (current) of the speed controller. The performance gains are supported by numerical simulations carried out in the MATLAB/Simulink environment by implementing both the suggested agent and a conventional PI controller

ppoxfamily

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

pymetaheuristic

A python library for: Adaptive Random Search, Ant Lion Optimizer, Arithmetic Optimization Algorithm, Artificial Bee Colony Optimization, Bat Algorithm, Biogeography Based Optimization, Cross-Entropy Method, Cuckoo Search, Differential Evolution, Dispersive Flies Optimization, Dragonfly Algorithm, Firefly Algorithm, Flow Direction Algorithm, Flower Pollination Algorithm, Genetic Algorithm, Grasshopper Optimization Algorithm, Gravitational Search Algorithm, Grey Wolf Optimizer, Harris Hawks Optimization, Improved Grey Wolf Optimizer, Improved Whale Optimization Algorithm, Jaya, Jellyfish Search Optimizer, Memetic Algorithm, Moth Flame Optimization, Multiverse Optimizer, Particle Swarm Optimization, Random Search, Salp Swarm Algorithm, Simulated Annealing, Sine Cosine Algorithm, Whale Optimization Algorithm

shamode-shamode-wo-results

Mass Reliability Optimization Results of SHAMODE/SHAMODE-WO

td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

trimoea-tanr

A multi-modal multi-objective evolutionary algorithm using two-archive and recombination strategies (IEEE Transactions on Evolutionary Computation)

wastewater

Free library for modelling and simulation of waste water treatment plants.

wastewaterresearch

WasteWater BSM1 plant research