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Region-Guided Rapidly Exploring Random Tree for Sampling-based Path Planning

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region_guided_RRT

Region-Guided Rapidly Exploring Random Tree for Sampling-based Path Planning. We defined a region with high value and increase the probability of sampling in this region. After exploring the high-value region, we increase the probability of sampling towards the destination.

# environment
torch
# map generate
run map_gen.ipynb
# training
python FCN.py
# region-rrt test
python main.py

map

region

RRT

Region_RRT

performance

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Region-Guided Rapidly Exploring Random Tree for Sampling-based Path Planning

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