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GRATE: a Graph transformer-based deep Reinforcement learning Approach for Time-efficient autonomous robot Exploration - public code

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GRATE

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Dependencies

We recommend to use conda for package management. Our planner is coded in Python and based on Pytorch and PyTorch Geometric. Other than Pytorch and PyTorch Geometric, please install following packages by:

pip install scikit-image matplotlib ray tensorboard

Training

Launch your conda environment if any and run:

python driver.py

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GRATE: a Graph transformer-based deep Reinforcement learning Approach for Time-efficient autonomous robot Exploration - public code

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