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Instructor: Monica Nicolescu |
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Teaching/laboratory assistant: TBA |
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Time and Place |
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| Tuesday & Thursday: 2:30pm-3:45pm; PE 208 & LME 321 (lab) | ||||||||
Recommended Textbooks |
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| There is no required textbook for
this course. The books below constitute a good source of additional
background and in-depth readings on topics relevant to the course.
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| The Robotics Primer, 2007. Author: Maja Mataric' |
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| Springer Handbook of Robotics, 2008. Editors: Bruno Siciliano, Oussama Khatib |
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| Behavior-Based Robotics, 2001. Author: Ron Arkin |
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Course description |
| This is an advanced level, seminar-style course, which will
examine representative approaches to robot control, learning, coordination
and cooperation between multiple robots and human-robot interaction.
Students will learn about the development of the robotics field and the main
directions of research in this area. Each week all the students will read all of the assigned readings. Each
of the assigned readings will be presented by a student, and discussed and
critiqued by all others.
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Prerequisites |
| CS 491/691 (X) - Robotics or CS 476/676 (Artificial Intelligence). Good programming skills are essential. If you have not taken any of these classes you should purchase "The Robotics Primer" book for background reading. |
Project |
| Each student will complete an individual research project,
on a topic covered in class. Teams up to two students are possible, however the complexity of the selected topic
must justify it. Project topics: The projects should be an implementation of either: a single robot system (involving complex behavior and demonstrated on a physical robot) or a multi-robot system (involving cooperation/communication/coordination between robots and demonstrated in simulation). Test-beds: The following simulation environments and physical robots will be available for the project:
Project report: For each project students should prepare a final project report, which should include the following:
Timeline: The project development should adhere to the following timeline:
The final project report and the project status report should be formatted using the style format for IEEE Transactions publications found at: http://www.ieee.org/web/publications/authors/transjnl/index.html (use the templates under the "Template for all Transactions (except IEEE Transactions on Magnetics)" section). |
Syllabus |
| Following are the topics that will be discussed, listed in the approximate order in which they will be covered. |
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Class schedule |
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Paper reports: During each lecture we will discuss a numbers of papers on a specific research topic. Students must read the papers before class and submit, for each of the papers presented that day, a brief report for each paper. The reports should be submitted at the beginning of the class when they are discussed and must contain:
All reports should be typed - no hand-written reports will be accepted. Paper presentations: During the semester, each student is required to present several papers to the rest of the class. Each presentation should take about 25-30 minutes and must be prepared as if presented in a formal conference (i.e., slides, projector). This presentation should assume that the audience has read the paper, and not spend more than about 15 minutes summarizing it. The rest of the presentation should be spent on discussing the paper, its strengths, weaknesses, any points needing clarification. The presentation will be followed by class discussions in which all students will express their point of view and general comments on the paper. The table below presents the tentative schedule of assigned readings. |
| Date | Topic | Papers | Presentations |
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Aug 26 |
Introduction (part 1) | Monica | |
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Aug 28 |
Introduction (part 2) | Monica | |
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Sep 2 |
Lab | Player/Stage Introduction: Getting Started | |
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Sep 4 |
Reactive and hybrid architectures | "A Robust Layered Control System for a Mobile Robot", Rodney Brooks, MIT AI Lab Technical Report, Sept. 1986. | Sal |
| "AuRA: Principles and Practice in Review", Ron Arkin and Tucker Balch, Journal of Experimental and Theoretical Artificial Intelligence, 9(2-3), pages 175-189, April 1997. | Michael | ||
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Sep 9 |
Lab | Behavior-Based Control: Behavior Fusion | |
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Sep 11 |
Behavior-based systems | "Integration of Representation Into Goal-Driven Behavior-Based Robots", Maja J Mataric´, IEEE Transactions on Robotics and Automation, 8(3), pages 304-312, June 1992. | Brad |
| "Behavior Coordination Mechanisms: State-of-the-Art", Paolo Pirjanian, Technical Report IRIS-99-375, Institute for Robotics and Intelligent Systems, School of Engineering, University of Southern California, October 1999. | Manjari | ||
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Sep 16 |
Lab | Behavior-Based Control: Behavior Fusion | |
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Sep 18 |
Sensing and perception | "Theory of Mind for a Humanoid Robot", Brian Scassellati, Autonomous Robots, Vol. 12, pages 13-24, 2002. | Matthew |
| "Learning Object Affordances: From Sensory-Motor Coordination to Imitation", Luis Montesano, Manuel Lopes, Alexandre Bernardino, and Jose Santos-Victor, IEEE Transactions in Robotics, Vol. 24, No. 1, 2008. | Amol | ||
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Sep 23 |
Lab | Behavior-Based Control: Behavior Fusion | |
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Sep 25 |
Biologically inspired robots | "A Biological Perspective on Autonomous Agent Design", Randall Beer, Hillel Chiel, Leon Sterling, Robotics and Autonomous Systems, Vol. 6, pages 169-186, 1990. | Alireza |
| "From schemas to neural networks: A multi-level modeling approach to biologically-inspired autonomous robotic systems", Alfredo Weitzenfeld, Robotics and Autonomous Systems, Vol. 56, pages 177–197, 2008. | Mehmet | ||
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Sep 30 |
Lab | Project topic presentations. | |
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Oct 2 |
Robot learning by demonstration | TBA. | Amol |
| "Is imitation learning the route to humanoid robots?", Stefan Schaal, Trends in Cognitive Sciences 3:233-242, 1999. | Austin | ||
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Oct 7 |
Lab | Behavior Competition | |
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Oct 9 |
Symbol grounding | "A Robot That Uses Existing Vocabulary to Infer Non-Visual Word Meanings from Observation", Kevin Gold and Brian Scassellati, Proceedings of the Twenty-Second Annual Meeting of the Association for the Advancement of Artificial Intelligence (AAAI-2007). Vancouver, BC, Canada. August, 2007. | Sohei |
| "Learning Grounded Semantics With Word Trees: Prepositions and Pronouns", Kevin Gold, Marek Doniec, Brian Scassellati, Proceedings of the 6th IEEE International Conference on Development and Learning (ICDL 2007), London, England, July 2007. | Richard | ||
| Oct 14 | Lab | Project work. | |
| Oct 16 | Navigation and mapping | "Sonar-Based Real-World Mapping and Navigation", Alberto Elfes, IEEE Journal of Robotics and Automation, Vol. 3, pages 249-265, 1987. | Sebastian |
| "Semantic Mapping Using Mobile Robots", Denis F. Wolf and Gaurav S. Sukhatme, IEEE Transactions on Robotics, Vol. 24, No.2, pages 245-258, 2008. | Manjari | ||
| Oct 21 | Lab | Project work. | |
| Oct 23 | Multi-robot systems | "How multirobot systems research will accelerate our understanding of social animal behavior", Tucker Balch, Frank Dellaert, Adam Feldman, Andrew Guillory, Charles L. Isbell, Jr., Zia Khan, Stephen C. Pratt, Andrew N. Stein, and Hank Wilde, Proceedings of the IEEE, Vol. 94, No. 7, pages 1445-1463, July 2006, . | Saul |
| "Building multirobot coalitions through automated task solution synthesis", Lynne E. Parker, Fang Tang, Proceedings of the IEEE, Vol. 94, No. 7, pages 1289-1305, July 2006. | Matthew | ||
| Oct 28 | Lab | Project work. | |
| Oct 30 | Multi-robot systems | "Experiments with a large heterogeneous mobile robot team: exploration, mapping, deployment and detection", Andrew Howard, Lynne Parker, Gaurav Sukhatme, International Journal of Robotics Research, Vol. 25, No. 5-6, May, June 2006, pages 431-447. | Sebastian |
| "Safe multirobot navigation within dynamics constraints", James R. Bruce and Manuela M. Veloso, Proceedings of the IEEE, Vol, 94, No. 7, July 2006, pages 1398-1411. | Sohei | ||
| Nov 4 | Lab | Project work. | |
| Nov 6 | Project status presentations | ||
| Nov 11 | No class. | ||
| Nov 13 | Social Robotics and HRI | "A survey of socially interactive robots ", Terrence Fong, Illah Nourbakhsh, Kerstin Dautenhahn, Robotics and Autonomous Systems, Vol. 42, pages 143-166, 2003. | Michael |
| "Human-Oriented Interaction With an Anthropomorphic Robot", Thorsten P. Spexard, Marc Hanheide, and Gerhard Sagerer, IEEE Transactions on Robotics, Vol. 23, No. 5, pages 852-862, 2007. | Amol | ||
| Nov 18 | Lab | Project work. | |
| Nov 20 | HRI: Intent Recognition | "Who is IT? Inferring Role and Intent from Agent Motion", Christopher Crick, Marek Doniec Brian Scassellati, Proceedings of the 6th IEEE International Conference on Development and Learning (ICDL 2007), London, England, July 2007. | Austin |
| "Cost-Based Anticipatory Action Selection for Human–Robot Fluency", Guy Hoffman and Cynthia Breazeal, IEEE Transactions on Robotics, Vol. 23, No. 5, pages 952-961, 2007. | Brad | ||
| Nov 25 | Lab | Project work. | |
| Nov 27 | No class | Thanksgiving. | |
| Dec 2 | Lab | Project work. | |
| Dec 4 | HRI: Learning | "Using perspective taking to learn from ambiguous demonstrations", Cynthia Breazeal, Matt Berlin, Andrew Brooks, Jesse Gray, Andrea L. Thomaz, Robotics and Autonomous Systems, Vol.54, pages 385–393, 2006. | Mehmet |
| "Motion intention recognition in robot assisted applications", Daniel Aarno, Danica Kragic, Robotics and Autonomous Systems, Vol. 56, pages 692-705, 2008. | Richard | ||
| Dec 9 | Lab | Project work. | |
| Dec 11: 2:15pm-4:15pm | Project final presentations and demonstrations. | Location: LME 321 | |
Assignments and grading |
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| Evaluation for this class will be based on your paper
presentations, participation in class discussions, summary reports for each
of the papers and a final project. Regular class participation is required.
Grading policy (tentative, subject to change):
Late policy: No late submissions will be accepted. Academic integrity: Students are encouraged to study together, however each student must individually prepare his/her solutions. Cheating or plagiarism are not permitted and will be sanctioned according with the UNR policy on Academic Standards. You should carefully read the section on Academic Dishonesty found in the UNR Student Handbook (copies of this section are on-line). Your continued enrollment in this course implies that you have read it, and that you subscribe to the principles stated therein.
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