Development and Application of Virtual Simulation Practice Teaching Platform for Cell Culture Based on Intelligent Control System

Experimental teaching of cell medicine is an important way to cultivate medical students’ practical ability and innovative thinking. However, due to the limitations of time, space, resources and risks, it cannot be carried out well. Virtual experiment teaching aims at fulfilling teaching requirements and contents, and comprehensively applies intelligent technology to improve the attractiveness and teaching effectiveness of experimental teaching projects. Combining neural network with reinforcement learning, a new algorithm model is proposed. The application of this model in the intelligent control system will make the agent have comprehensive advantages such as autonomy, high efficiency and large capacity. The cell culture virtual simulation practice teaching platform based on the intelligent control system not only saves the operation cost and time, but also enables learners to conduct difficult experimental operations on the spot. This paper will introduce the design and development of this system in detail.