Differentiable Robotics

Collection of differentiable methods for robotics applications implemented with Pytorch.

Please, run the examples from the src directory of the repository.

Path smoothing

python -m trajopt.smooth_path

ICP point cloud alignment

python -m icp.align_clouds

Fit a bounding box to a point cloud

The optimization is based on a point cloud coverage function by the bounding box.