„… based on trial and error. An agent sequentially interacts in discrete time steps ? with its …” „… Test and Analysis of Component-Based Systems, vol. 82, no. 6, 2003, pp. 55-65. [9] Samuel, A.: Some …” „… agent shall learn parameters aiming for a complete charging process. Secondly, this paper proposes …”

„… Automated Driving? Large-scale data driven scenario-based validation on cloud Dr. Manaswini Rath …” „… Advanced Driver Assistance Systems (ADAS) and Automated Driving (AD) is safety critical. Ensuring that the …” „… , and scenario based virtual validation methods including Software in Loop (SIL) or Hardware in Loop …”

„… ) or other detected objects (collective perception) by video, radar or lidar systems. The latter …” „… proposed to extend a vehicle’s perception beyond the perception range of its sensor systems. Cooperative …” „… collective perception: 1. Use case of V2X-based collision avoidance with pedestrians: A roadside …”

„… Portable Systems based on Silicon Sensors for the monitoring of Physiological Parameters of Driver …” „… Advanced Driver Assistance Systems (ADAS). The term "ADAS" includes embedded devices and sensors designed …” „… , particular interest has been put into the so-called “Perceptual Advanced Driver Assistance Systems”. A …”

„… desired states. VDI-Berichte Nr. 2417, 2023 187 Based on the received rewards, the agent optimizes its …” „… to reach the start scene of a scenario for a scenario-based test. The RL agent is activated in the …” „… hardware in the loop test benches. For testing self-driving vehicles, a scenario-based approach to control …”

„… .; Leitao, P. et al.: Key Directions for Industrial Agent Based Cyber-Physical Production Systems. 2019 IEEE …” „… Virtual AgentsThe process automation of hybrid assembly systems presents companies with the challenge of …” „… , S. 289–294[20] Vogel-Heuser, B.; Seitz, M.; Cruz Salazar, L. A. et al.: Multi-agent sys-tems to …”

„… ). The customers dial a number and enter into contact with a support agent of a Center. Different systems …” „… systems of the companies. This means that an agent must search in different systems by using the customers …” „… (Precision-Recall-based25) can be used to improve the retrieval system’s quality. A possible solution to this challenge is …”

„… Bibliography [1] J. M. Abasolo and M. Gomez. MELISA: An Ontology-based Agent for Information …” „… R. Benjamins. What Are Ontologies and Why Do We Need Them? IEEE Intelligent Systems, 14(1):Page …” „… . Davis. A Technology Acceptance Model for Empirically Testing new End-User Information Systems: Theory …”

„… Systemen [8], der Einsatz als virtuelle Trainingsumge-bung für RL-Agenten wird jedoch aufgrund der …” „… Agenten Messstrategien wie das Auslegen zeitminimaler Messungen erlernen. Auch wenn aktuelle virtuelle CTs …” „… measurements by reinforce-ment learning. Within a simulation, agents are supposed to learn measurement …”