Abstract:
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 conventiona...Show MoreMetadata
Abstract:
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 Fédérale de Lausanne.
Published in: IEEE Transactions on Learning Technologies ( Volume: 12, Issue: 3, 01 July-Sept. 2019)
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- IEEE Keywords
- Index Terms
- Open-source ,
- Open-source Software ,
- Learning Research ,
- Software Platform ,
- Open-source Software Platform ,
- Open-source Hardware ,
- Robotic Platform ,
- Teaching Methodology ,
- Neural Network ,
- Body Parts ,
- 3D Printing ,
- Evolutionary Algorithms ,
- Fitness Function ,
- Output Neurons ,
- Web Browser ,
- Hidden Neurons ,
- Massive Open Online Courses ,
- Body And Brain ,
- Physical Simulation ,
- Student Projects ,
- Robot Body ,
- Simulation Engine ,
- Simulated Robot ,
- Visual Programming ,
- Physical Robot ,
- Real Robot ,
- Extensive Feedback ,
- Rough Terrain ,
- Electronic Components ,
- Abstract Representations
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Open-source ,
- Open-source Software ,
- Learning Research ,
- Software Platform ,
- Open-source Software Platform ,
- Open-source Hardware ,
- Robotic Platform ,
- Teaching Methodology ,
- Neural Network ,
- Body Parts ,
- 3D Printing ,
- Evolutionary Algorithms ,
- Fitness Function ,
- Output Neurons ,
- Web Browser ,
- Hidden Neurons ,
- Massive Open Online Courses ,
- Body And Brain ,
- Physical Simulation ,
- Student Projects ,
- Robot Body ,
- Simulation Engine ,
- Simulated Robot ,
- Visual Programming ,
- Physical Robot ,
- Real Robot ,
- Extensive Feedback ,
- Rough Terrain ,
- Electronic Components ,
- Abstract Representations
- Author Keywords