Reinforcement Learning Fuzzy Algorithm for Adaptive Cabin Management System With Application for Adaptive Interior Lighting
Anas Saad
Abstract:<p>The purpose of this thesis was to design a framework for an adaptive cabin management system that is further explored through a study of light intensity. With the goal of passenger comfort, the system developed would adjust lighting to an average setting and further adapt to an individuals preference. A fuzzy inference system was implemented that utilizes DGI, the passengers age, chronotype and the activity on board to calculate a light intensity. A reinforcement system was then developed to tune the … Show more
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