policy
xgboost_shipping_route_prediction
nandortakacs · PyTorch
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Overview
Name
xgboost_shipping_route_prediction
Author
nandortakacs
Framework
PyTorch
License
GPL-3.0
Skill type
other
Evidence level
untested
Task description
Route prediction for cargo vessels. XGBoost models are trained with behavior cloning on AIS shipping routes and Copernicus weather data. Cleaned and refactored implementation of the master’s thesis “AI-based Prediction of Long-distance Vessel Trajectories with AIS and Copernicus Data” — N. Takacs, T
Spaces
Action space
other · 0-dim · 0Hz
Observation space
- type: other
Links
HuggingFace repo
null
Paper (arXiv)
null
Compatible robots
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Datasets that reference this policy
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