Augmented Robotics for Learners: A Case Study on Optics

In recent years, robots have been surfing on a trendy wave as standard devices for teaching programming. The tangibility of robotics platforms allows for collaborative and interactive learning. Moreover, with these robot platforms, we also observe the occurrence of a shift of visual attention from the screen (on which the programming is done) to the physical environments (i.e. the robot). In this paper, we describe an experiment aiming at studying the effect of using augmented reality (AR) representations of sensor data in a robotic learning activity. We designed an AR system able to display in real-time the data of the Infra-Red sensors of the Thymio robot. In order to evaluate the impact of AR on the learner’s understanding on how these sensors worked, we designed a pedagogical lesson that can run with or without the AR rendering. Two different age groups of students participated in this between-subject experiment, counting a total of 74 children. The tests were the same for the experimental (AR) and control group (no AR). The exercises differed only through the use of AR. Our results show that AR was worth being used for younger groups dealing with difficult concepts. We discuss our findings and propose future works to establish guidelines for designing AR robotic learning sessions.

[1]  Haim J. Wolfson,et al.  Geometric hashing: an overview , 1997 .

[2]  Francesco Mondada,et al.  A review: Can robots reshape K-12 STEM education? , 2015, 2015 IEEE International Workshop on Advanced Robotics and its Social Impacts (ARSO).

[3]  Hooman Hedayati,et al.  Improving Collocated Robot Teleoperation with Augmented Reality , 2018, 2018 13th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[4]  Victor Callaghan,et al.  Making the Invisible Visible: Real-Time Feedback for Embedded Computing Learning Activity Using Pedagogical Virtual Machine with Augmented Reality , 2017, AVR.

[5]  J. Marescaux,et al.  Towards cybernetic surgery: robotic and augmented reality-assisted liver segmentectomy , 2015, Langenbeck's Archives of Surgery.

[6]  Long Quan,et al.  Linear N-Point Camera Pose Determination , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  Francesco Mondada,et al.  Thymio II, a robot that grows wiser with children , 2013, 2013 IEEE Workshop on Advanced Robotics and its Social Impacts.

[8]  Sotiris Makris,et al.  Augmented Reality (AR) Applications for Supporting Human-robot Interactive Cooperation , 2016 .

[9]  Mark T. Bolas,et al.  Mixed reality for robotics , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[10]  Carlos Delgado Kloos,et al.  Augmented reality for STEM learning: A systematic review , 2018, Comput. Educ..

[11]  Ronald Azuma,et al.  Recent Advances in Augmented Reality , 2001, IEEE Computer Graphics and Applications.

[12]  Mehmet Akif Ocak,et al.  Augmented reality in science laboratories: The effects of augmented reality on university students' laboratory skills and attitudes toward science laboratories , 2016, Comput. Hum. Behav..

[13]  J. Geoffrey Chase,et al.  Human-Robot Collaboration: A Literature Review and Augmented Reality Approach in Design , 2008 .

[14]  Ivan Poupyrev,et al.  Tangible augmented reality , 2008, SIGGRAPH 2008.

[15]  Carlos Delgado-Kloos,et al.  Augmented reality for STEM learning: A systematic review , 2018, Computers & Education.

[16]  Mark Billinghursta,et al.  COLLABORATION WITH TANGIBLE AUGMENTED REALITY INTERFACES , 2002 .

[17]  Shumin Zhai,et al.  Applications of augmented reality for human-robot communication , 1993, Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '93).

[18]  Mordechai Ben-Ari,et al.  Enhancing Robot Programming with Visual Feedback and Augmented Reality , 2015, ITiCSE.

[19]  Jyh-Chong Liang,et al.  Current status, opportunities and challenges of augmented reality in education , 2013, Comput. Educ..

[20]  Roland Siegwart,et al.  Visual Programming Language for Thymio II Robot , 2014 .

[21]  Ravi Teja Chadalavada,et al.  That's on my mind! robot to human intention communication through on-board projection on shared floor space , 2015, 2015 European Conference on Mobile Robots (ECMR).

[22]  Jorge Bacca,et al.  Augmented Reality Trends in Education: A Systematic Review of Research and Applications , 2014, J. Educ. Technol. Soc..

[23]  S Magnenat,et al.  ASEBA: A Modular Architecture for Event-Based Control of Complex Robots , 2011, IEEE/ASME Transactions on Mechatronics.

[24]  Francesco Mondada,et al.  A Two Years Informal Learning Experience Using the Thymio Robot , 2012 .

[25]  Roque Marín,et al.  A very high level interface to teleoperate a robot via Web including augmented reality , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).