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Path Planning

[pæθ ˈplænɪŋ]
Artificial Intelligence
Last updated: December 9, 2024

Definition

Algorithmic determination of optimal routes for robot movement.

Detailed Explanation

Path planning algorithms compute collision-free trajectories through space. Methods include sampling-based planners (RRT, PRM), potential fields, and optimization-based approaches. Considers kinematic constraints, dynamics, and obstacle avoidance.

Use Cases

Mobile robot navigation, Robotic arm movement, Automated parking systems, Game AI pathfinding

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