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6.832 Underactuated Robotics project, Spring 2019 🐳

Investigated RRT* for motion planning with differential and dynamic constraints, inspired by "Sampling-based Optimal Motion Planning for Non-Holonomic Dynamical Systems" (Karaman, Frazzoli, 2013 - https://ieeexplore.ieee.org/abstract/document/6631297) and "Kinodynamic RRT* - Optimal Motion Planning for Systems with Linear Differential Constraints" (Dustin J. Webb, Jur van den Berg, 2012 - https://arxiv.org/abs/1205.5088v1.)

Another part in the project was done by implementing ideas from "Real-time motion planning for agile autonomous vehicles" (Emilio Frazzoli et. al., 2002), https://ieeexplore.ieee.org/document/945511.

The main goal of the project was to compare these two different methods. The results of the work was discussed in a final report delivered May 17 2019.

File structure:

  • RRT contains work aimed at the first paper mentioned above (By Simen Sem Oevereng)
  • DynamicProgramming contains work aimed at the last paper (By Oliver Stugard Os)

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Project in 6.832 at MIT, Spring 2019

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