RRT-AB Bi-Directional Path Planning Library

RRT-AB Bi-Directional Path

We designed and implemented the RRT-AB (RRT-Adaptive Bi-Directional) library to revolutionize path planning for advanced robotic systems. By integrating a bi-directional search strategy with adaptive heuristics, the system dynamically optimizes routes and reduces computation time. The solution delivers faster, smoother, and more reliable navigation making it ideal for real world robotics applications that demand precision and efficiency.

Project Summary :

This project aimed to enhance robotic path planning by addressing the inefficiencies of traditional RRT and RRT* algorithms. The result was the development of an adaptive, bi-directional library that significantly improves both speed and path quality in complex environments.

Client

Robotics Research Institute

Challenge

Traditional RRT and RRT algorithms often suffer from high computation time and produce less optimal paths in complex environments.

Solution

Developed the RRT-AB (Adaptive Bi-directional RRT) library that uses bi-directional search and adaptive heuristics to dynamically adjust and improve pathfinding efficiency.

Impact

This library speeds up pathfinding, creates better and more accurate routes, and works reliably even in complex environments. It helps robotic systems plan efficient and optimized paths with improved overall performance.