Abstract: The present invention relates to a system and methods for automated interactive learning providing an interactive learning system for one or more users. The users of the learning system and methods may be students, trainees, or any user that generates queries and/or questions to the system. In one embodiment, the system and methods for automated interactive learning comprises a semantic routing model, a deep learning model, an automated student learning needs model, a helping service model, a content priori knowledge service model, a computer implemented system, and mobile objects. The semantic routing model provides routing of user queries to one or more tutors. The one or more tutors may have knowledge necessary to answer the user queries. If not, the semantic routing model directs the user query to a tutor possessing knowledge sufficient to adequately provide an accurate answer to the query. The semantic routing model also provides real-time interaction with users to the selected tutor.