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Alexander-Nasuta/README.md

Alexander Nasuta

I am a scientific researcher at RWTH Aachen University working on AI in the field of industrial manufacturing. In my work I focus on production scheduling problems with reinfocement learning and monte carlo tree search.

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  1. graph-jsp-env graph-jsp-env Public

    A Gymnasium Environment for the Job Shop Problem Using the Disjunctive Graph Approach.

    Python 24 5

  2. jsp-vis jsp-vis Public

    Ths project provides visualisation for the Job Shop Scheduling Problem. This is focused on Gantt charts. The input date for the visualisation is inspired by plotly's Gantt chart api

    Python

  3. jsp-instance-utils jsp-instance-utils Public

    Job Shop Scheduling Problem benchmark instances from http://jobshop.jjvh.nl/ and some utility functions to work with JSP instances.

    Python 1

  4. gymcts gymcts Public

    A Monte Carlo Tree Search Implementation for Gymnasium-style Environments.

    Python 2

  5. manta manta Public

    A Framework for building Presentation Slides and themed Videos with Manim.

    Python

  6. openhub-demo openhub-demo Public

    This project demonstrates a distributed, dataspace-enabled architecture for optimizing thermoforming machine parameters using machine learning.

    Python