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Author

Marat Agranovskiy

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#artificial intelligence Preprint Oct 2026

MeshSIPP: Efficient Lattice Planning in Dynamic Environment

Autonomous navigation in dynamic environments requires computing spatiotemporal trajectories that satisfy non-holonomic motion constraints. When the trajectories of the moving obstacles are predictable or known, a promising approach is to rely on the combination of state lattices constructed from precomputed feasible m...

Marat Agranovskiy, Konstantin S. Yakovlev · 0 citations
Preprint Open access Sep 2026

Path Planning with Motion Primitives in Dynamic Environments: SIPP on Lattices

Autonomous navigation in dynamic environments is a critical challenge, particularly when spaces are shared with other mobile agents whose future trajectories are known. While traditional grid-based planners efficiently find collision-free paths, their reliance on stop-and-turn mechanics over $2^k$-connected grids produ...

Marat Agranovskiy · 1 citation

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