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Autonomy / 2026

CLEAR

Turn large terrain maps into compact, terrain-aware graphs for off-road planning.

CLEAR terrain decomposition comparing semantic boundaries and region abstractions
CLEAR terrain decomposition comparing semantic boundaries and region abstractions

About the project

CLEAR constructs a reusable terrain abstraction from landcover and elevation. Boundary-seeded decomposition, recursive plane fitting, and graph encoding preserve semantic and geometric structure while making large maps easier to plan over.

What it enables

The abstraction supports long-horizon planning across kilometer-scale terrain, with executability evaluated in physics-based simulation.