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Michael Rubenstein Curriculum Vitae McCormick School of Engineering Northwestern University Evanston, IL 60201 email: rubenstein@northwestern.edu web: users.eecs.northwestern.edu/~mrubenst/ Research Interests and Experience Multi-Robot Systems & Swarm Robotics Modular Self-Reconfigurable Robots Multi-Agent Systems Bio-Inspired Robots Self-Assembling & Self-Healing Systems Embedded Systems Education Robots Education Ph.D. Computer Science, University of Southern California, Los Angeles, CA 2009 Thesis: Self-Assembly and Self-Healing for Robotic Collectives Advisor: Wei-Min Shen M.S. Electrical Engineering, University of Southern California, Los Angeles, CA 2005 Area of Concentration: Robotics B.S. Electrical Engineering Purdue University, West Lafayette, IN 2003 Areas of Concentration: Control, Microprocessor Systems Professional Appointments Assistant Professor Department of Electrical Engineering and Computer Science Department of Mechanical Engineering Northwestern University 2015-Present Researcher 2013-2015 School of Engineering and Applied Sciences Wyss Institute for Biologically Inspired Engineering Harvard University Postdoctoral Fellow 2010-2013 School of Engineering and Applied Sciences Wyss Institute for Biologically Inspired Engineering Harvard University Research Assistant 2004-2009 Polymorphic Robotics Laboratory University of Southern California, Information Sciences Institute Teaching Assistant University of Southern California CS 561: Foundations of Artificial Intelligence 2006 CS 547: Sensing and Planning in Robotics 2004

Grants, Awards, and Notable Achievements Sloan Fellow (2017-2018). Provisional patent SENSING AND COMMUNICATION SYSTEM FOR ROTORCRAFT Report published in the journal Science, August 15, 2014. Searle Fellows Program, Searle Center for Advanced Learning and Teaching, Northwestern University. Teaching fellow (2016-2017) Funded grant: Engineering Self Organizing Systems: Investigating Top Down Synthesis of Resilient Collectives Using a 1000 Robot Experimental Platform, DARPA (BAA-FP-027) 2015. Funded grant: Collective Robotics for Life Scientists, NSF (DUE-1353236) 2014-15. 1 st place winner, AFRON Ultra Affordable Education Robot Design Challenge, 2012, 2014. Kilobot robot commercially licensed to K-TEAM Corporation, starting September 2011. Classes Developed and Taught Introduction to Artificial Intelligence. (Spring 2017). EECS 101 (Robotics Week) Fall 2017 Applied Mechatronics: Quadrotor Design and Control. (Spring 2016, Spring 2017). Special Topics in Swarms and Multi-robot Systems. (Fall 2015, Fall 2016, Fall 2017). Journal Publications Michael Rubenstein, Alejandro Cornejo, Radhika Nagpal. Programmable Self -Assembly in a Thousand Robot Swarm. Science, Vol. 345, no 6198, 15 Aug 2014. Michael Rubenstein, Christian Ahler, Nick Hoff, Adrian Cabrera, Radhika Nagpal. Kilobot: A Low Cost Robot with Scalable Operations Designed for Collective Behaviors. Robotics and Autonomous Systems, 62, no. 7:966-975., 2014. Michael Rubenstein, Ying Sai, Cheng-Ming Choung, Wei-Min Shen. Regenerative Patterning in Swarm Robots: Mutual Benefits of Research in Robotics and Stem Cell Biology. The International Journal of Developmental Biology, 53:869 881, 2009. Wei-Min Shen, Maks Krivokon, Harris Chiu, Jacob Everist, Michael Rubenstein, Jagadesh Venkatesh. Multimode Locomotion for Reconfigurable Robots. Autonomous Robots, 20(2):165 177, 2006. Peer Reviewed Conference Publications Marc Gyongyosi, Alexander Daley, Blake Resnick, Michael Rubenstein. Low Cost Sensing and Communication System for Rotor Craft. Low Cost Sensing and Communication System for Rotor Craft IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2017 ) Melinda Malley, Michael Rubenstein, Radhika Nagpal. Flippy: A Soft, Autonomous Climber with Simple Sensing and Control. IEEE/RSJ International Conference on Intelligent Robots and Syste ms (IROS 2017). Gauci, Melvin, Monica E. Ortiz, Michael Rubenstein, and Radhika Nagpal. "Error Cascades in Collective Behavior: A Case Study of the Gradient Algorithm on 1000 Phy sical Agents." In Proceedings of the 16th Conference on Autonomous Agents and MultiAgent System s, pp. 1404-1412. International Foundation for Autonomous Agents and Multiagent Systems, 2017. 2

Melvin Gauci, Radhika Nagpal, Michael Rubenstein. Programmable Self-Disassembly for Shape Formation in Large-Scale Robotic Collectives. International Symposium on Distributed Autonomous Robotic Systems (DARS), 2016. Hanlin Wang, Michael Rubenstein. Autonomous Mobile Robot with Independent Control and Externally Driven Actuation. IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2016. Martin Nisser, Samuel Felton, Michael Tolley, Michael Rubenstein, Robert Wood. Feedback- Controlled Self-Folding of Autonomous Robot Collectives. IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2016. Michael Rubenstein, Bo Cimino, Radhika Nagpal, Justin Werfel. AERobot: An Affordable One - Robot-Per-Student System for Early Robotics Education. IEEE Intl. Conf. on Robotics and Automation (ICRA), 2015. Lucian Cucu, Michael Rubenstein, Radhika Nagpal. Towards Self-Assembled Structures with Mobile Climbing Robots. IEEE Intl. Conf. on Robotics and Automation (ICRA), 2015. Michael Rubenstein, Adrian Cabrera, Justin Werfel, Golnaz Habibi, James McLurkin, Radhika Nagpal. Collective Transport of Complex Objects by Simple Robots: Theory and Experiments. Intl. Conf on Autonomous Agents and Multi-Agent Systems (AAMAS), 2013. Aaron Becker, Golnaz Habibi, Justin Werfel, Michael Rubenstein, James McLurkin. Massive Uniform Manipulation: Controlling Large Populations of Simple Robots with a Common Input Signal. IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2013. Michael Rubenstein, Christian Ahler, Radhika Nagpal. Kilobot: A Low Cost Scalable Robot System for Collective Behaviors. IEEE Intl. Conf. on Robotics and Automation (ICRA), 2012. Michael Rubenstein, Wei-Min Shen. Automatic Scalable Size Selection for the Shape of a Distributed Robotic Collective. IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2010. Michael Rubenstein, Radhika Nagpal. Kilobot: A Robotic Module for Demonstrating Collective Behaviors. Modular Robotics Workshop, IEEE Intl. Conf. on Robotics and Automation (ICRA), 2010. Michael Rubenstein, Wei-Min Shen. Scalable Self-Assembly and Self-Repair in a Collective of Robots. IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2009. Harris Chi Ho Chiu, Bo Ryu, Hua Zhu, Pedro Szekely, Rajiv Maheswaran, Craig Rogers, Aram Galstyan, Behnam Salemi, Mike Rubenstein, Wei-Min Shen. TENTACLES: Self-Configuring Robotic Radio Networks in Unknown Environments. IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2009. Wei-Min Shen, Robert Kovac, Michael Rubenstein. SINGO: A Single-End-Operative and Genderless Connector for Self-Reconfiguration, Self-Assembly and Self-Healing. IEEE Intl. Conf. on Robotics and Automation (ICRA), 2009. Michael Rubenstein, Wei-Min Shen. A Scalable and Distributed Approach for Self-Assembly and Self-Healing of a Differentiated Shape. IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2008. Michael Rubenstein, Wei-Min Shen. A Scalable and Distributed Model for Self-Organization and Self-Healing. Intl. Conf on Autonomous Agents and Multi-Agent Systems (AAMAS), 2008. Wei-Min Shen, Harris Chiu, Michael Rubenstein, Behnam Salemi. Rolling and Climbing by the Multifunctional Superbot Reconfigurable Robotic System. Space Technology and Applications Intl. Forum (STAIF), 2008. 3

Harris Chiu, Michael Rubenstein, Wei-Min Shen. Deformable Wheel - A Self-Recovering Modular Rolling Track. Intl. Symposium on Distributed Robotic Systems (DARS), 2008. Harris C. H. Chiu, Michael Rubenstein, Wei-Min Shen. Multifunctional Superbot with Rolling Track Configuration. Workshop on Self-Reconfigurable Robots, IEEE Intl. Conf. on Intelligent Robots and Systems (IROS), 2007. Wei-Min Shen, Maks Krivokon, Harris Chiu, Jacob Everist, Michael Rubenstein, Jagadesh Venkatesh. Multimode Locomotion Via Superbot Robots. IEEE Intl. Conf. on Robotics and Automation (ICRA), 2006. Michael Rubenstein, Maks Krivokon, Wei-Min Shen. Robotic Enzyme-Based Autonomous Self- Replication. IEEE Intl. Conf. on Intelligent Robots and System s (IROS), 2004. Michael Rubenstein, Kenneth Payne, Peter Will, Wei-Min Shen. Docking Among Independent and Autonomous CONRO Self-Reconfigurable Robots. IEEE Intl. Conf. on Robotics and Automation (ICRA), 2004. Robot Demonstrations, Talks, and Outreach Northwest Indiana IEEE student night, Valparaiso University, November 2016. Challenges in Modeling and Control of Small-Scale Robots workshop, invited speaker, Robotics Science and Systems, June 2016. RoMa 2016: Robot Makers workshop, invited speaker, Robotics Science and Systems, June 2016. Greater Chicago Area Systems Research Workshop, invited speaker, April 2016. MTO Unplugged Offsite DARPA meeting, invited speaker, January 2016. Wait, What? DARPA forum on future technologies, invited demo, September 2015. Computations in Science seminar invited talk, University of Chicago, April 2015. Design and Control of a Thousand-Robot Collective o Invited Talk, micro-nano robotic swarms workshop, IROS 2014. BugBots: Programming Mini-Robots o I2 STEM summer camp course for 5 th -8 th graders, 2014. Robobee Exhibit, Boston Museum of Science, Technical advisor, 2013. Kilobot: An Open Source Research Robot o Invited demo, Open Hardware Summit, Massachusetts Institute of Technology, September 2013. Kilobot: A 1024 Robot Platform for Implementing Collective Behaviors o Invited talk, Northwestern Institute on Complex Systems seminar, Northwestern University, December 2012. Creating a More Adaptable Robot With Multi-Robot Systems o Invited talk, BBN Cambridge, May 2012. Planetary Contingency Challenge o 1 st place winner, IEEE International Conference on Robotics and Automation (ICRA), 2012. "Harvard Bio-Inspired Robotics" o Boston Museum of Science, (National Robotics Week), April 2012. "Kilobot: Demonstrating a 100 Robot Swarm" o Demonstration Session, Int l. Conference on Intelligent Robots and Systems, September 2011. 4

"Bots That Mimic Bugs" o Cambridge Science Festival, May 2011. "Harvard Bio-Inspired Robotics" o Boston Museum of Science, (National Robotics Week), April 2010. "Superbot Reconfigurable Robot Demonstration" o Multi-Robot Teaming Challenge and Robotics Exhibition, International Joint Conference on Artificial Intelligence (IJCAI), June 2009. Planetary Contingency Challenge o Competition using Superbot, 1 st place winner, IEEE International Conference on Robotics and Automation (ICRA), 2008. "Self-Reconfigurable Robotics" o Wired NextFest, Los Angeles Convention Center, September 2007. Select Media Coverage BBC News: "Thousand-strong robot swarm throws shapes, slowly", 15 Aug 2014. Wall Street Journal: "Harvard Scientists Devise Robot Swarm That Can Work Together", 15 Aug 2014. NPR: All Things Considered" Do Not Fear This Giant Robot Swarm", Aired 14 Aug 2014. National Science Foundation news: "The 1,000-robot swarm", 14 Aug 2014. National Geographic: "A Swarm of a Thousand Cooperative, Self-Organizing Robots", 14 Aug 2014. Nature News: "Researchers create 1,000-robot swarm", 14 Aug 2014. Scientific American: "1,000-Robot Swarm Created by Researchers", 14 Aug 2014. Slashdot: "A Thousand Kilobots Self-Assemble Into Complex Shapes", 14 Aug 2014. IEEE Spectrum: "A Thousand Kilobots Self-Assemble Into Complex Shapes", 14 Aug 2014. Wired: "Scientists Program Largest Swarm of Robots Ever", 14 Aug 2014. ACM Communications Magazine: "Rise of the Swarm", March 2013. Scientific America Magazine, March 2013. Slashdot: "African Robotics Network Challenge Spurs Rash of $10 Robots", September 2012. Wired: "These $10 Robots Will Change Robotics Education", September 2012. Inside Nova: "Adventures in Swarm Robotics", September 2012. Slashdot: "Harvard Licenses Technology For Tiny Swarming Robot", November 2011. RobotsPodCast: "Robots: Demonstrations at IROS", October 2011. IEEE Spectrum: "Kilobots Are Cheap Enough to Swarm in the Thousands", June 2011. Slashdot: "Kilobots - Cheap Swarm Robots Out of Harvard", June 2011. New Scientist: "Born to be Viral: Robot Swarm Forages for Food", June 2011. Make Magazine: "Harvard's $14 Swarm-bot Design", June 2011. Engaget: "Harvard's Kilobot Project Does Swarm Robots On The Cheap", June 2011. Popular Science: "Introducing Kilobot, a Swarm Robot Cheap Enough to Actually Swarm", June 2011. BBC: "Visions of the Future - The Intelligence Revolution", 2008. Discovery Channel: "Beyond Tomorrow", November 2005. Professional Activities Conference Organization Co-organizer: Swarms: From Biology to Robotics and Back, ICRA 2018. Program Committee: Robotics Science and Systems (RSS) 2017. 5

Program Committee: International Symposium on Distributed Autonomous Robotic Systems 2016. Awards Chair: International Symposium on Distributed Autonomous Robotic Systems 2016. Co-organizer: Workshop on Modular and Swarm Systems, IROS 2014. Program Committee: ANTS- International Conference on Swarm Intelligence, 2014. Program Committee: International Workshop on Robotic Sensor Networks, 2014. Reviewer Editor: Swarm Intelligence Journal NSF review panel, 2017 IEEE International Conference on Robotics and Automation (ICRA) IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Journal of Autonomous Agents and Multi-Agent Systems IEEE Transactions on Robotics (T-RO) Robotica Journal Robotics and Autonomous Systems Journal Robotics Science and Systems (RSS) IEEE Transactions on Automation Science and Engineering Distributed Autonomous Robotic Systems (DARS) Mentoring and Advising Hanlin Wang, PhD. Student (EECS), Northwestern University 2017-present. Petras Swissler, PhD. Student (ME), Northwestern University 2016-present. German Espinosa, PhD. Student (EECS), Northwestern University 2016-present. Hanlin Wang, M.S. student (Mechanical Engineering), Northwestern University 2015-2016. Luca Brusatin, visiting M.S. student (EPFL), Thesis: Dispersion Algorithms on the Kilobot Swarm. Lucian Cucu, visiting M.S. student (EPFL), Thesis: Towards Self-Assembled Structures with Mobile Climbing Robots. Adrian Cabrera, visiting M.S. student (EPFL), Thesis: Collective Transport in Large Swarms of Simple Robots. Bo Cimino, summer REU student, Programming Environment for the AERobot Education Robot. Afrida Chowdhury, summer REU student, A Volumetric Capacitive Sensor for Modeling Ant Self- Assemblages. 6