Job - Alert 📢

📚 RESEARCH ASSISTANT / PHD STUDENT (ALL GENDERS) - POWER ELECTRONICS

Deadline: 2025-05-09

Location: Germany, Darmstadt, Hessen

https://www.academiceurope.com/job/?id=7383

#hiring #PhD #PowerElectronics #electricalengineering #controlengineering

Job - Alert ⚙️

🌿 HEAD OF RESEARCH UNIT - INSTRUMENTATION AND TESTING (ALL GENDERS)

📅 Start: As soon as possible

Location: Austria, Graz

Apply: https://www.academiceurope.com/job/?id=6159

#hiring #PowerElectronics #controlengineering #ElectricalEngineering #Electronics #HeadofResearch #PhD

Job - Alert 🚀

🚀 ENGINEER AEROSPACE/SPACE ENGINEERING, CONTROL ENGINEERING, MATHEMATICS OR SIMILAR (F/M/X)

Location: Germany, Bremen

APPLY: https://www.academiceurope.com/job/?id=5939

#AerospaceEngineering #ComputerSciences #controlengineering #Engineer #Mathematics

If a #vehicle accelerates for no good reason, most drivers have the same natural reaction -- step on #brakes🤷!
It's not a bad instinct, and #Programmers in those Automotive #ControlSystems have used this instinct to create #BrakeOverrideSystem.
#HAPAUJANJAtu, for more nonsense, you may👇

www.5021.tips/ujanja

☝️
#HowItWorks #HowItsMade #AutoRepairTips #ecu #5021tips #techtips #Jifunze #teachyourself #controlengineering #autoelectrical #umeme #cartips #autotips #vehicletips #autodiagnosis

Universität der Bundeswehr München

➡️ Wissenschaftlicher Mitarbeiter (m/w/d) auf dem Gebiet „Dienstorientierte modellbasierte Regelung“

Deadline: 2024-07-31
Location: Germany, München, Bayern

APPLY now: https://www.academiceurope.com/job/?id=4486

#jobs #hiring #automationtechnology #controlengineering

"Liquid" #neuralnetworks can keep on #machinelearning while embedded in drones to account for unexpected environment, events or noise and improve the commands: https://robohub.org/drones-navigate-unseen-environments-with-liquid-neural-networks/

It reminds me of a fantasy I had when I was a student in #controlengineering: we could design an PID to tune itself to look for better responses and change parameters in face of instabilities.

Dynamic Programming is one way to arrive at the solution of the Markov Decision Process or MDP used in Reinforcement Learning (RL) problems.

In the third article on the Foundational RL series, I discuss dynamic programming and briefly talk about Approximate Dynamic Programming.

https://towardsdatascience.com/foundational-rl-dynamic-programming-28f96f6fb40e

#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #autonomousdriving #robotics #dynamicprogramming

If you are looking to get started with Reinforcement Learning (RL), do check out these two articles:

1. https://towardsdatascience.com/foundational-rl-markov-states-markov-chain-and-markov-decision-process-be8ccc341005

2. https://towardsdatascience.com/foundational-rl-solving-markov-decision-process-d90b7e134c0b

I explain the concept of RL using an example from autonomous driving control.

#reinforcementlearning #learning #machinelearning #datascience #controlsystems #controlengineering #autonomousdriving #autonomousvehicles #ml #ai #python

Did you know that Bellman Equation is also called the Hamilton-Jacobi equation in control theory or control engineering?

Check out my recent article on Bellman Equation for Reinforcement Learning in the context of the Markov Decision Process.

https://towardsdatascience.com/foundational-rl-solving-markov-decision-process-d90b7e134c0b

#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #artificialintelligence #python #autonomousdriving #autonomousvehicles #robotics