Abstract
In this paper, we describe the open knowledge structure of Roman Tutor, a simulation-based intelligent tutoring system we are developing to teach astronauts how to manipulate the Space Station Remote Manipulator (SSRMS), known as “Canadarm II”, on the International Space Station (ISS). We show that by representing the complex ISS-related knowledge in the form of a three-layered architecture with different levels of abstraction, and by using a new approach for robot path planning called FADPRM, it is no longer necessary to plan in advance what feedback to give to the learner or to explicitly create a complex task graph to support the tutoring process.
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References
Forbus, K.: Articulate software for science and engineering education. In: Smart machines in education: The coming revolution in educational technology. AAAI Press, Menlo Park (2001)
Angros, R., Johnson, W.L., Rickel, J., Scholer, A.: Learning domain knowledge for teaching procedural skills. In: AAMAS, 1372–1378 (2002)
VanLehn, K.: The advantages of Explicity Representing Problem Spaces. In: Brusilovsky, P., Corbett, A.T., de Rosis, F. (eds.) UM 2003. LNCS, vol. 2702, p. 3. Springer, Heidelberg (2003)
Crowley, R.S., Medvedeva, O., Jukic, D.: SlideTutor - A model-tracing Intelligent Tutoring System for teaching microscopic diagnosis. In: Proceedings of Int. Conf. on Artificial Intelligence in Education (2003)
Bailey-Kellogg, C., Zhao, F.: Qualitative Spatial Reasoning Extracting and Reasoning with Spatial Aggregates. AI Magazine 24(4), 47–60 (2003)
Kuipers, B.: The Spatial Semantic Hierarchy. Artificial Intelligence 119, 191–233 (2000)
Latombe, J.C.: Robot motion planning. Kluwer Academic Publishers, Boston (1991)
Overmars, M.H.: Recent Developments in Motion Planning. In: Sloot, P.M.A., Tan, C.J.K., Dongarra, J., Hoekstra, A.G. (eds.) ICCS-ComputSci. 2002. LNCS, vol. 2331, pp. 3–13. Springer, Heidelberg (2002)
LaValle, S.M., Branicky, M.S., Lindemann, S.R.: On the relationship between classical grid search and probabilistic roadmaps. Int. Journal of Robotics Research 23, 673–692 (2004)
Roy, J., Nkambou, R., Kabanza, F.: Supporting Spatial Awareness in Training on a Telemanipulator in Space. In: Lester, J.C., Vicari, R.M., Paraguaçu, F. (eds.) ITS 2004. LNCS, vol. 3220, pp. 860–863. Springer, Heidelberg (2004)
Belghith, K., Kabanza, F., Hartman, L., Nkambou, R.: Anytime Dynamic Path-Planning with Flexible Probabilistic Roadmaps. In: Proc. IEEE Int. Conf. on Robotics and Automation (2006)
Sanchez, G., Latombe, J.C.: A single-query bi-directional probabilistic roadmap planner with lazy collision checking. In: Int. Symposium on Robotics Research (ISRR 2001). Springer Tracts in Advanced Robotics, pp. 403–417. Springer, Heidelberg (2001)
Likhachev, M., Ferguson, D., Stentz, A., Thrun, S.: Anytime Dynamic A*: An Anytime Replanning Algorithme. In: Proc. of Int. Conf. on Automated Planning and Scheduling (2005)
Larsen, E., Gottschalk, S., Lin, M., Manocha, D.: Fast Distance Queries using Rectangular Swept Sphere Volumes. In: Proc. of IEEE Int. Conf. on Robotics and Automation, vol. 4, pp. 24–28 (2000)
Forbus, K.: Using qualitative physics to create articulate educational software. IEEE Expert, 32–41 (1997)
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Nkambou, R., Belghith, K., Kabanza, F. (2006). An Approach to Intelligent Training on a Robotic Simulator Using an Innovative Path-Planner. In: Ikeda, M., Ashley, K.D., Chan, TW. (eds) Intelligent Tutoring Systems. ITS 2006. Lecture Notes in Computer Science, vol 4053. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11774303_64
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DOI: https://doi.org/10.1007/11774303_64
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-35159-7
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