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What is PRIEST: Optimizing Robot Navigation about?
The paper presents PRIEST, a novel projection-guided sampling-based optimization method for autonomous navigation in dynamic environments. It enhances existing local planners by enabling exploration of multiple trajectory homotopies and improving success rates and travel times significantly compared to state-of-the-art methods. The approach leverages a projection optimization technique that guides sampled trajectories towards feasible regions, making it efficient for real-time applications and easily parall
- Author
- Athmajan Vu
- Language
- EN