HDRLMTS

This repository is for the paper "A Hierarchical Reinforcement Learning-based Algorithm for Multitask Dynamic Flexible Scheduling with Constrained Machine Resources"

Requirements

• Python 3.11
• NumPy
• PyTorch
• simply
• sklearn

Run

• Run trainer.py to train agents using HiPPO.
• Run mian_test.py to perform comparative experiments in the job-shop environments with two dynamic events.