Reinforcement Learning (EIM)
Reinforcement Learning with Application to Autonomous Systems
Professor for Autonomous Systems
Christopher Knievel received the Dipl.-Ing. and the Dr.-Ing. degrees in electrical engineering from the University of Kiel, Germany, in 2009 and 2014, respectively.
From January 2014 to February 2021, he has been with Continental AG, Lindau a. Bodensee, Germany, where he was a team leader working in the area of advanced driver assistance systems. Since March 2021, he is a Professor for autonomous systems at the HTWG Konstanz - University of Applied Sciences.
Dr. Knievel received the Förderpreis der Technischen Fakultät der Christian-Albrechts-Universität zu Kiel 2014 for his dissertation in 2014.
His main research interests include situation assessment, computational intelligence as well as machine learning applied for (mobile) autonomous systems.
Dr.-Ing. in Electrical Engineering and Information Technology
2014-01-01
2014-12-31
Christian-Albrechts-Universität zu Kiel
Dipl.-Ing. in Electrical Engineering and Information Technology
2009-01-01
2009-12-31
Christian-Albrechts-Universität zu Kiel
Our new paper on agentic Socratic tutoring in electrical engineering has been published in IEEE Access.
Part of the Smart Green City Konstanz initiative. The project investigates privacy-preserving LiDAR sensing to anticipate the movements of pedestrians and cyclists at …
An agentic tutoring system for electrical engineering that accepts hand-drawn and digital circuits as input. It combines circuit recognition, structure-aware retrieval based on …
A physical demonstrator for reinforcement learning. DQN, Monte Carlo Tree Search and AlphaZero agents play Connect Four in real time on a Raspberry Pi 4 and move the pieces with a …
Camera- and IMU-based safety functions for e-bikes, running on compact embedded hardware. Work so far covers real-time time-to-collision estimation with a single camera, …
Lectures & Open Theses
Reinforcement Learning with Application to Autonomous Systems
Wireless Communications
Grundlagen der Elektrotechnik 1
Grundlagen der Elektrotechnik 2
Grundlagen Digitaltechnik
Einführung in die Grundlagen des autonomen Fahrens
HTWG Konstanz - IAF
HTWG Konstanz
Responsibilities include:
Continental AG
Responsibilities include:
Christian-Albrechts-Universität zu Kiel
Christian-Albrechts-Universität zu Kiel
Email: Christopher.Knievel(at)htwg-konstanz.de
Phone: +49 (0)7531 206-267
Address:
Hochschule Konstanz Technik, Wirtschaft und Gestaltung
Alfred-Wachtel-Straße 8
D-78462 Konstanz