li-yuanhe

li-yuanhe's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python53.9k5.6k

• zcaicaros/L2D

  Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"

  Language:Python28793

• Yunhui1998/Gymjsp

  Share a benchmark that can easily apply reinforcement learning in Job-shop-scheduling

  Language:HTML18038

• wrqccc/FJSP-DRL

  This repository is the official implementation of the paper “Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning”. IEEE Transactions on Neural Networks and Learning Systems, 2023.

  Language:Python7815

• MattJud/gnn_jssp

  Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark

  Language:Python4215

• JasonChou0219/DRL_for_dynamic_FJSSP

  Deep reinforcement learning for dynamic flexible job-shop scheduling problem

  Language:Python81

• Incalos/FJSP-With-Genetic-Algorithm

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

  Language:Python6411

• Dingjeson/Benchmark-instances-for-DJSP

  The repository contains 15 benchmarks for dynamic job shop scheduling problem.

  101

• tejaswini-medi/RL_scheduling_system

  A user interface for scheduling job shops is being developed as part of this project and implementation of reinforcement learning for automating a dynamic flexible job shop scheduling system.

  Language:Python73

• Asma-27/Dynamic-flexible-jSS

  Dynamic Flexible Job Shop scheduling ordonnancement project

  Language:Python71

• RK0731/Deep-MARL-for-Dynamic-JSP

  COR paper: A Deep Multi-Agent Reinforcement Learning Approach to Solve Dynamic Job Shop Scheduling Problem

  Language:Python377

• huxiaoyanghfut/FlexibleJobShopDynamicScheduling

  flexible job shop static and dynamic scheduling based on SPT dispatch rules

  Language:Python305

• RK0731/Deep-reinforcement-learning-for-dynamic-scheduling-of-a-flexible-job-shop

  IJPR paper: Deep Reinforcement Learning for dynamic scheduling of a flexible job shop

  Language:Python6010

• stephan-who/DRL_to_DFJSP

  this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning》

  6019

• RK0731/PhD-Thesis-Projects

  This repository contains the code of the deep MARL-based dynamic scheduling algorithms in job shop and flexible job shop

  Language:Python4646

• Jerry-Github-Cloud/IEEE-ICCE-RL-JSP

  Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling

  Language:Python245