MIT Aerospace Controls Laboratory
see more code at https://gitlab.com/mit-acl
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- Cambridge, MA
- http://acl.mit.edu
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- ROMAN Public
ROMAN is a view-invariant global localization method that maps open-set objects and uses the geometry, shape, and semantics of objects to find the transformation between a current pose and previously created object map. This enables loop closure between robots even when a scene is observed from opposite views.
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A GPU implementation of Model Predictive Path Integral (MPPI) control that uses a probabilistic traversability model for planning risk-aware trajectories.
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