Understanding Learning Based Model Predictive Control For Autonomous Racing

Let's dive into the details surrounding Learning Based Model Predictive Control For Autonomous Racing. Presented paper can be downloaded here: ...

Key Takeaways about Learning Based Model Predictive Control For Autonomous Racing

  • arxiv: https://arxiv.org/abs/2309.10716 This work presents a novel
  • Cyan dots: sampled safe set Green dots: data used to do system identification (local least mean square) Black
  • Credit to Shuqi Xu, Ugo Rosolia and Jon Gonzales @ Berkeley
  • A new version of the
  • Berkeley

Detailed Analysis of Learning Based Model Predictive Control For Autonomous Racing

Link to addendum: https://youtu.be/MhuqiHo2t98 Results on the AutoRally platform when varying the number of sampled rollouts ... This lecture provides an overview of Learning

Link to previous video: https://youtu.be/vZST3v0_S9w Additional results at a higher target speed of 11 m/s (compared to 9 m/s for ...

That wraps up our extensive overview of Learning Based Model Predictive Control For Autonomous Racing.

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