Reinforcement Learning

Solving the Job Shop Scheduling Problem with Graph Neural Networks: A Customizable Reinforcement Learning Environment
Solving the Job Shop Scheduling Problem with Graph Neural Networks: A Customizable Reinforcement Learning Environment

Created JobShopLib, an open-source library that enables researchers to create, visualise, and solve the JSSP using customisable RL environments.

Jun 10, 2025

JobShopLib
JobShopLib

A modular Python library for creating, solving, and visualizing job shop scheduling problems. Includes a highly customisable reinforcement learning gymnasium environment to solve the problem sequentially with graph neural networks Followed good software engineering practices: modular design (SOLID and \textit{Clean Code}’s principles), automatic tests, linting, and documentation page Being used by the community: 58 stars and eight contributors.

Feb 15, 2024

Vectorised Tabular Reinforcement Learning Framework
Vectorised Tabular Reinforcement Learning Framework

Educational framework with vectorised dynamic programming and double Q-learning solving classic control problems.

Jan 31, 2023