Introduction to Model Predictive Control; lecture presented by Lasse Peters. Recorded in Fall 2021. #UniBonn #StachnissLab #robotics #autonomouscars #lecture
Пікірлер: 28
@tezzadasmoke97474 ай бұрын
This lecture is honestly amazing, best explanation of MPC I've ever had, this will help my thesis project massively
@mohammadhamdaan27262 жыл бұрын
What a timing! I needed this lecture so much.
@SnorwayFlake2 жыл бұрын
This is great, thank you for taking the time to make such videos, truly great and inspiring work
@philspaghet2 жыл бұрын
This lecture is EXACTLY what I needed to understand MPC! Thank you so much!
@mohammadhamdaan27262 жыл бұрын
Eagerly waiting for part 2. Please do upload it asap. These lectures are amazing.
@toannn992 жыл бұрын
What an amazing lecture. Hope that you can share more lectures about MPC. Thank you so much.
@juniorsilva57132 жыл бұрын
Great lecture!! Thank you very much!!!
@liliw47817 ай бұрын
Really enjoy this video! Clearly explain the reason for using MPC before going into details.
@abdelz16172 жыл бұрын
Great video, thank you!
@jawadhaidar39312 жыл бұрын
crystal clear !
@ahmadhamdan44 Жыл бұрын
Very useful and interesting lecture! Thank you
@user-jg7rl9qx9b Жыл бұрын
love the video, I learnt a lot from it.
@theclueless11212 Жыл бұрын
thank you, this was actually very understandable.
@erfanamkh7220 Жыл бұрын
good lecture, thanks
@araafdinullahrecta63364 ай бұрын
thank you very much
@ruanjiayang2 жыл бұрын
In the example at 34:22, what is the sensor setup for localization (for describing internal state variables) of the vehicle? Another question is that, in the robotic control at 34:57, how to get initial data for modelling the kinematics, I note that improper initialization of the model could be unstable, which cannot even make the robot running safely. This is quite different from the case of a 4-wheel vehicle, which could be safely run by a human driver to collect initial data.
@sounghwanhwang54222 жыл бұрын
This course is very good for understanding MPC. Is there any course related to how to implement a simulation using Python or MATLAB?
@Dream45142 жыл бұрын
Hi, thank you for this helpful video, if I want to learn self-driving cars and from where should I start?
@CyrillStachniss2 жыл бұрын
What about: kzfaq.info/get/bejne/e6h2n9B51s3JqoE.html
@theclueless11212 Жыл бұрын
at 33:50, how does the car "learn" what the track looks like? how does this get integrated into the MPC algorithm?
@irdo500 Жыл бұрын
Hi Cyrill / Lasse, extremely helpful! Just one comment, I think that, when talking about the Model (5:25), it gives the impression that the Model element is a unique feature of the MPC concept, which I think that is not. The model is needed in standard control theory too, however I think that, in MPC, there is the possibility that the model be more complex.
@eason_longleilei Жыл бұрын
yes, these kind of control problems need to know the control model or the kinematic of the robot. There are also some end-to-end deep learning models that can apply to the model-free control.
@chalaabdulkadir7922 Жыл бұрын
Graet lecture. can I get materials for the workshop
@henkjekel4081 Жыл бұрын
Which my car's acceleration constraints were based on the maximal static wheel friction. Sadly mine are based on the motor :p
@user-hz7cw4df1f Жыл бұрын
Hello, im korean uni student ,doing auto driving car project. it's nice course! can i get your PPT??😊
@CyrillStachniss Жыл бұрын
Send me an email
@user-uz8kv6zm3y Жыл бұрын
Hello, im korean student ,doing quadruped robot project. Can i get your PPT??
@gezakiss880411 ай бұрын
Very nice lectures. One minor remark: The lecturer will make his lectures even more enjoyable if he looks up the pronunciation of these words (whose pronunciation he probably copied from his professor): “because”; “occur”; “estimate” (as a verb, which sounds different from when it is a noun). All the best!