학술논문

The Positive Impact of Artificial Intelligence on Education
Document Type
Conference
Source
2024 International Conference on Global Aeronautical Engineering and Satellite Technology (GAST) Global Aeronautical Engineering and Satellite Technology (GAST), 2024 International Conference on. :1-6 Apr, 2024
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Power, Energy and Industry Applications
Robotics and Control Systems
Training
Satellites
Supervised learning
Focusing
Reinforcement learning
Learning (artificial intelligence)
Data models
Unsupervised learning
Artificial intelligence
unsupervised learning
reinforcement learning
Language
Abstract
Those interested in artificial intelligence technologies, especially supervised and unsupervised learning in education, know they need considerable data for well-modeled training and high-quality accuracy. However, data access is not easy as it drains time and effort. So, in this paper, we will talk about the impact of artificial intelligence on education in general and how it will affect teachers' role in the future. We will also create an algorithm that will integrate several algorithms sequentially that will add value to this paper and contribute significantly to solving most of the problems that exist in education. Since the reinforcement learning (RL) algorithm is based on trial and error during training, it stores all the good events done in a considerable buffer. Once the RL model is ready, we will collect enough data to be used to train one of the algorithms mentioned earlier (supervised learning and unsupervised learning).