Patents by Inventor Philipp BACK

Philipp BACK has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • MACHINE LEARNING BASED FOREST MANAGEMENT
    Publication number: 20230360160
    Abstract: Machine learning based forest management is disclosed. A set of input data related to a forest stand is accessed. A forest management plan defining at least one forest management activity for the forest stand is determined based on the accessed set of input data and at least one forest management preference. The determining of the forest management plan for the forest stand is performed by applying a parameterized policy to the accessed set of input data. The parameterized policy has been trained via a machine learning process using a forest development related simulation model.
    Type: Application
    Filed: September 29, 2021
    Publication date: November 9, 2023
    Applicants: AALTO UNIVERSITY FOUNDATION SR, HELSINGIN YLIOPISTO
    Inventors: Philipp BACK, Antti SUOMINEN, Pekka MALO, Olli TAHVONEN