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icra23-code

Code for our ICRA 2023 Paper "Stochastic Planning for ASV Navigation using Satellite Images"

Instructions for runnning PCCTP on toy graphs

  1. Install dependencires pip install -r requirements.txt
  2. python src/test_graph.py

Results (ao_tree, final policy, and video of the AO* search) will be saved under the results folder.

Processed Dataset of Ontario Lake Water Masks

Coming soon!

File Structure

  • pcctp.py: Main module for solving pcctp
  • test_graph.py: Toy Test Graph
  • utils.py: Plotting utilites
  • lake_graph.py: module for processing water masks into stochastic graphs

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Code for our ICRA 2023 Paper "Stochastic Planning for ASV Navigation using Satellite Images"

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