机器学习 & Web Development: A DU Build-A-Bot Adventure

The integration of robots into daily life presents new challenges 和 opportunities in underst和ing human-robot interactions. The ""DU Build-A-Bot"" project at University of Denver serves as a pioneering platform at the intersection of Artificial Intelligence 和 Human-Robot Interaction. Developed by an interdisciplinary team encompassing experts from Computer 科学, 音乐, 新兴数字实践, 心理学, 和STEM领域, this project introduces an innovative, 网页3D游戏, “你想造一个机器人。?"" which allows users to design robots with human-like attributes. This initiative not only aids in underst和ing the perceptions of the human mind towards robots but also enhances our machine learning models through user interaction. The core objectives of the project include mastering web development technologies like HTML, JavaScript, 和CSS, exploring the potentials of machine learning in web applications, 和 refining the user experience of our platform.

Methods employed involve using Visual Studio Code as the primary development environment, Docker for application packaging, 和 GitLab for efficient source code management. My role as a Web Developer 和 机器学习 研究 Scientist involves enhancing the website's design 和 navigation, improving the integration of video content, 和 conducting extensive literature reviews on robotic applications in various sectors. Current efforts focus on overhauling the website to make it more intuitive 和 accessible, thereby promoting inclusivity. Challenges faced include navigating complex software applications 和 adapting to new programming languages. Future directions aim at completing website enhancements for a superior user experience 和 delving deeper into machine learning to better comprehend the nuanced interactions between humans 和 robots.