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Fireline

The MITRE Fireline project is focused on bringing the two communities of AI researchers and fire science researchers together to tackle the ever-increasing problem of forest fires. Our project currently focuses on using reinforcement learning (RL) to create novel courses of action (COAs) against wildfires and has many tracks of development devoted to furthering this research:

[Website] [GitHub Pages]

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  1. simfire simfire Public

    An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning (RL) agents.

    Python 31 2

  2. simharness simharness Public

    An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.

    Python 13 1

  3. burnmd burnmd Public

    Database hosting for BurnMD

Repositories

Showing 5 of 5 repositories
  • simfire Public

    An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning (RL) agents.

    mitrefireline/simfire’s past year of commit activity
    Python 31 Apache-2.0 2 6 0 Updated Nov 19, 2024
  • simharness Public

    An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.

    mitrefireline/simharness’s past year of commit activity
    Python 13 Apache-2.0 1 1 0 Updated Oct 8, 2024
  • .github Public

    Houses the Fireline Organization's Profile README

    mitrefireline/.github’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Jan 16, 2024
  • burnmd Public

    Database hosting for BurnMD

    mitrefireline/burnmd’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Nov 28, 2023
  • mitrefireline.github.io Public

    Pages for mitrefireline GitHub Organization

    mitrefireline/mitrefireline.github.io’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Nov 13, 2023