PyroRL

Simulates evacuating populated areas through paths from a grid world containing wildfires.
https://github.com/sisl/pyrorl

Category: Biosphere
Sub Category: Wildfire

Last synced: about 15 hours ago
JSON representation

Repository metadata

An RL environment made for wildfire evacuation.

• Host: GitHub
• URL: https://github.com/sisl/pyrorl
• Owner: sisl
• License: mit
• Created: 2023-07-13T02:50:32.000Z (almost 2 years ago)
• Default Branch: master
• Last Pushed: 2025-04-02T05:38:01.000Z (29 days ago)
• Last Synced: 2025-04-29T07:01:37.035Z (1 day ago)
• Language: Python
• Homepage: https://sisl.github.io/PyroRL/
• Size: 4.6 MB
• Stars: 17
• Watchers: 2
• Forks: 0
• Open Issues: 2
• Releases: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Codeowners: CODEOWNERS

README.md

pip install pyrorl

# Create environment
kwargs = {
    'num_rows': num_rows,
    'num_cols': num_cols,
    'populated_areas': populated_areas,
    'paths': paths,
    'paths_to_pops': paths_to_pops
}
env = gymnasium.make('pyrorl/PyroRL-v0', **kwargs)

# Run a simple loop of the environment
env.reset()
for _ in range(10):

    # Take action and observation
    action = env.action_space.sample()
    observation, reward, terminated, truncated, info = env.step(action)

    # Render environment and print reward
    env.render()
    print("Reward: " + str(reward))

Owner metadata

• Name: Stanford Intelligent Systems Laboratory
• Login: sisl
• Email:
• Kind: organization
• Description:
• Website: sisl.stanford.edu
• Location: Stanford, CA
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/6294054?v=4
• Repositories: 236
• Last ynced at: 2024-03-24T17:10:13.175Z
• Profile URL: https://github.com/sisl

GitHub Events

Total

• Issues event: 4
• Watch event: 4
• Issue comment event: 1
• Push event: 6
• Pull request event: 6
• Create event: 3

Last Year

• Issues event: 4
• Watch event: 4
• Issue comment event: 1
• Push event: 6
• Pull request event: 6
• Create event: 3

Committers metadata

Last synced: 9 days ago

Committer domains:

• stanford.edu: 1
• comcast.net: 1

Issue and Pull Request metadata

Last synced: 1 day ago

Package metadata

• Total packages: 1
• Total downloads:
  • pypi: 125 last-month
• Total dependent packages: 0
• Total dependent repositories: 0
• Total versions: 5
• Total maintainers: 1

Dependencies

Score: 8.879333174786028