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
- Learning
- 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
- Ugo Rosolia is a postdoctoral scholar at Caltech working with Prof. Aaron Ames and Prof. Yisong Yue. He obtained his PhD from ...
- Credit to Shuqi Xu, Ugo Rosolia and Jon Gonzales @ Berkeley
Detailed Analysis of Learning Based Model Predictive Control For Autonomous Racing
This lecture provides an overview of Link to addendum: https://youtu.be/MhuqiHo2t98 Results on the AutoRally platform when varying the number of sampled rollouts ... This video is part of an ICRA 2016 submission. The Georgia Tech AutoRally platform drives fully autonomously using only ...
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.
