GUOYU ZHANG

The Impact of the Distance Sensors Orientation on the Obstacle Avoidance Ability of the Robot, accepted by 2022 2nd International Conference on Machine Learning and Intelligent Systems Engineering(MLISE 2022), 08/2022

Intelligent Doorbell Project

• Project Description: Designed and implemented an intelligent doorbell system based on the 51 microcontroller, aimed at enhancing the smart capabilities of the doorbell system and enabling remote monitoring and notifications.
• Skills and Tools: Embedded systems development, 51 microcontroller programming.
• Achievements: Optimized algorithms to reduce power consumption, successfully implemented remote monitoring, and notification functionalities.

Terminology Query System 

• Project Description: Developed an automated terminology query system using Matlab app designer, with the goal of improving the efficiency of terminology searches.
• Skills and Tools: Matlab app designer, database interaction, automation system integration.
• Achievements: Significantly improved the efficiency of terminology searches, providing the team with a faster and more accurate terminology retrieval tool.

Intelligent Snake (Deep Reinforcement Learning Project)

• Project Description: Utilized deep reinforcement learning techniques to develop an intelligent snake capable of making intelligent decisions through training the model.
• Skills and Tools: Deep learning, reinforcement learning, TensorFlow.
• Achievements: Overcame challenges in the training process and successfully trained an intelligent agent that excelled in the Snake game.