Inquiry-Based Learning With RoboGen: An Open-Source Software and Hardware Platform for Robotics and Artificial Intelligence

被引:20
|
作者
Auerbach, Joshua E. [1 ,2 ]
Concordel, Alice [2 ]
Kornatowski, Przemyslaw M. [2 ]
Floreano, Dario [2 ]
机构
[1] Champlain Coll, Dept Comp Sci & Innovat, Burlington, VT 05401 USA
[2] Ecole Polytech Fed Lausanne, Lab Intelligent Syst, CH-1015 Lausanne, Switzerland
来源
IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES | 2019年 / 12卷 / 03期
关键词
Robotics; education; inquiry-based learning; artificial intelligence; evolutionary robotics; 3D-printing; EVOLUTION; SCIENCE; DESIGN;
D O I
10.1109/TLT.2018.2833111
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
It has often been found that students appreciate hands-on work, and find that they learn more with courses that include a project than those relying solely on conventional lectures and tests. This type of project driven learning is a key component of "Inquiry-based learning" (IBL), which aims at teaching methodology as well as content by incorporating the student as an actor rather than a spectator. Robotics applications are especially well-suited for IBL due to the value of trial and error experience, the multiple possibilities for students to implement their own ideas, and the importance of programming, problem-solving, and electro-mechanical skills in real world engineering and science jobs. Furthermore, robotics platforms can be useful teaching media and learning tools for a variety of topics. Here, we present RoboGen: an open-source, web-based, software, and hardware platform for Robotics and Artificial Intelligence with a particular focus on Evolutionary Robotics. We describe the platform in detail, compare it to existing alternatives, and present results of its use as a platform for Inquiry-based learning within a master's level course at the Ecole Polytechnique Federale de Lausanne.
引用
收藏
页码:356 / 369
页数:14
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