Pinned Repositories
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
IEEE
Quick start for modern LaTeXing for an IEEE conference
MO-fFJSP
Multi-Objective fuzzy Flexsible Job Shop Scheduling Problem
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
WasteWater
Free library for modelling and simulation of waste water treatment plants.
itiantain's Repositories
itiantain/MO-fFJSP
Multi-Objective fuzzy Flexsible Job Shop Scheduling Problem
itiantain/BSM1_gym
Transform a Modelica model (BSM1) into a Python OpenAI Gym environment, and optimize operation cost using reinforcement learning.
itiantain/IEEE
Quick start for modern LaTeXing for an IEEE conference
itiantain/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
itiantain/WasteWater
Free library for modelling and simulation of waste water treatment plants.
itiantain/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
itiantain/BSM1-GHG---ringtest
ghg
itiantain/BSM1_in_Python
itiantain/CMOSMA
itiantain/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
itiantain/dmmops
itiantain/FJSP-With-Genetic-Algorithm
This project involves using Genetic Algorithm to solve the dynamic scheduling problem of flexible Job Shop production.
itiantain/geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
itiantain/mappo
This is the official implementation of Multi-Agent PPO.
itiantain/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 ）
itiantain/SHAMODE-SHAMODE-WO-results
Mass Reliability Optimization Results of SHAMODE/SHAMODE-WO
itiantain/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.
itiantain/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.
itiantain/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。
itiantain/miniforge
A conda-forge distribution.
itiantain/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
itiantain/RL_spotmini
itiantain/TD3
Author's PyTorch implementation of TD3 for OpenAI gym tasks
itiantain/TriMOEA-TAnR
A multi-modal multi-objective evolutionary algorithm using two-archive and recombination strategies (IEEE Transactions on Evolutionary Computation)
itiantain/WasteWaterResearch
WasteWater BSM1 plant research