„… IntroductionAdvances in robotics, autonomous vehicles or AI in Google’s Deep LearningSoftware have generated a lot of …” „… self-driving cars, service-robots, Lethal Autonomous Weapon Systems(LAWS) or software agents (bots) including …” „… [20]. According to Californias Department of Motor Vehicles Waymoself-driving vehicles drove more than …”

„… Systems – Machine Learning – Deep Learning – Simulation – Clustering – Safety – Ethical AspectsSince 2010 …” „… Systems”. Those systems exist in several areas of science, de-scribing self-contained and self …” „… found that the term “autonomoussystems” exists in several areas of science, describing self …”

„… term aspects, such as forgetting and learning new relati-onships over time, and many more.1 …” „… will evolve from the implementation of isola-ted software modules towards fully self …” „… from two self-containedapproaches, in which all functions are joined in a single entity, the …”

„… , caching, and computingfor connected vehicles: A deep reinforcement learning approach. IEEE Transactions …” „… : Extended kalmanfilter based self-adaptive mold protection method on a toggle mechanism. Applied Sci-ences …” „… , Rauchhaupt Lutz, and Ulrich Jumar. Deep learning-based dependabilityassessment method for industrial wireless …”

„… Machine Learning[16]1966Machine Translation[17]1980 AAAI[18]1982FGCS[19]1997 Deep Blue[20]2005Stanley …” „… [21]2006 Deep Learning[22]2010Deep Mind[23]2016 AlphaGo[24]2018BERT[25]First AI WinterSecond AI WinterBirth …” „… ”Machine Learning” was coined by ArthurSamuel [18].In the 1970s, AI entered its first winter because of …”

„… (vehicle) safety is self-evident for the BMW Group as a premium car manufacturer. This includes the …” „… division, com-mented: “Highest expectations for (vehicle) safety is self-evident for a premium manufacturer …” „… self-imposed requirements we employ state-of-the-art methods such as simulation as well as mandatory and …”

„… behaviour. Self-developed criticality measures are being used for this labelling, which are based on the …” „… being extracted from that common data basis by means of self-developed clustering algorithms. This …” „… der Daten deutlich reduziert. Hierfür wurden Machine-Learning- und …”

„… Nr. 2338, 2018202 10 Machine learning will be critical for self-driving cars Map HERE’s self …” „… Self-healing maps require large amounts of vehicle sensor data4 Stronger with partners VDI-Berichte Nr. 2338 …” „… efficient (data size) manner Leveraging crowdsourced data to ensure freshness Automated vehicles require …”

„… provide access to those with limited mobility. However, developing autonomous vehicles is one of the …” „… biggest technical challenges ever faced. New datacenter infrastructure and in-vehicle supercomputing …” „… structure from motion, sensor fusion and deep learning will help perceive the environment, create HD maps …”

„… AUTOSAR Adaptive Platform for Safe, Secure and Intelligent Vehicles Dr.-Ing. Thomas Scharnhorst …” „… and vehicle to vehicle communication. The result of these activities during the last 4 years is an …” „… . Consequently it can also be used to host AI applications and will therefore support deep learning and video …”

„… vehicles: an example Dr. I. Schröter, M.Sc. M. Keppmann, Prof. Dr. M. Mergenthaler, South Westphalia …” „… : Eye-tracking removes the subjectivity of self-reported data, allows to track users' reactions on specific …” „… : Frequencies of participants’ self-assessment of their expertise in operating the Lexion on a scale of 1 (very …”

„… unmanned self-acting system without any human relation. This challenges the way of how these machines will …” „… the model which was controlled through self-developed interface. In the model itself was integrated …” „… successfully implemented in the existing simulation structure using its own vehicle and tool class definitions …”