Intelligent Navigation System of Hotel Robot based on Artificial Intelligence

摘要

With the rapid progress of artificial intelligence technology, robot technology plays an increasingly critical role in many industries, especially in the hotel industry. Its application can not only improve service efficiency, but also enhance customer experience. This research is devoted to the development of an intelligent navigation system for hotel robots based on artificial intelligence. Through the use of machine learning technology, the robot has the ability to autonomously navigate to the guest 's location, and provide services such as carrying luggage, leading guests to rooms or other hotel facilities. The research comprehensively covers the whole process of machine learning modeling, including data exploration and problem analysis, data cleaning, feature engineering, model selection and cross-validation, grid search, model integration, and in-depth thinking on model evaluation. It aims to propose an innovative service solution to improve hotel service efficiency and customer satisfaction, and explore a new path for the application of robots in the service industry.