Publications

Book Chapters

  1. Matthew E. Taylor, Manish Jain, Christopher Kiekintveld, Jun-young Kwak, Rong Yang, Zhengyu Yin and Milind Tambe, “Two Decades of Multiagent Teamwork Research: Past, Present, and Future,” in C. Guttmann, F. Dignum, and M. Georgeff, editors, Collaborative Agents – REsearch and Development (CARE) 2009-2010, Lecture Notes in Artificial Intelligence, Springer-Verlag, 2011 [pdf]

Journal Articles

  1. Jun-young Kwak, Pradeep Varakantham, Rajiv Maheswaran, Yu-Han Chang, Milind Tambe, Burcin Becerik-Gerber and Wendy Wood, “TESLA: An Extended Study of an Energy-saving Agent that Leverages Schedule Flexibility,” Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS), July 2014, Volume 28, Issue 4, pp 605-636 [pdf]
  2. Laura Klein, Jun-young Kwak, Geoffrey Kavulya, Farrokh Jazizadeh, Burcin Becerik-Gerber, Pradeep Varakantham and Milind Tambe, “Coordinating Occupant Behavior for Building Energy and Comfort Management using Multi-Agent Systems,” Automation in Construction: An International Research Journal, Volume 22, March 2012, Pages 525-536 [link]

Refereed Conference Papers

  1. Jun-young Kwak, Debarun Kar, William B. Haskell, Pradeep Varakantham and Milind Tambe, “Building THINC: User Incentivization and Meeting Rescheduling for Energy Savings,” in Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), May, 2014 (Innovative Applications Track) [pdf]
  2. Nan Li, Jun-young Kwak, Burcin Becerik-Gerber and Milind Tambe, “Predicting HVAC Energy Consumption in Commercial Buildings Using Multiagent Systems,” in Proceedings of the 30th International Symposium on Automation and Robotics in Construction (ISARC), August, 2013 [pdf]
  3. Jun-young Kwak, Pradeep Varakantham, Rajiv Maheswaran, Yu-Han Chang, Milind Tambe, Burcin Becerik-Gerber and Wendy Wood, “TESLA: An Energy-saving Agent that Leverages Schedule Flexibility,” in Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), May, 2013 (Innovative Applications Track) [pdf]
  4. Jun-young Kwak, Pradeep Varakantham, Rajiv Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes and Wendy Wood, “SAVES: A Sustainable Multiagent Application to Conserve Building Energy Considering Occupants,” in Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), June, 2012 (Innovative Applications Track) [pdf]
  5. Jun-young Kwak, Pradeep Varakantham, Rajiv Maheswaran, Milind Tambe, Farrokh Jazizadeh, Geoffrey Kavulya, Laura Klein, Burcin Becerik-Gerber, Timothy Hayes and Wendy Wood, “Sustainable Multiagent Application to Conserve Energy,” in Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), June, 2012 (Demonstration Track) [pdf]
  6. Farrokh Jazizadeh, Geoffrey Kavulya, Jun-young Kwak, Burcin Becerik-Gerber, Milind Tambe and Wendy Wood, “Human-Building Interaction for Energy Conservation in Office Buildings,” in Proceedings of the Construction Research Congress (CRC), May, 2012 [pdf]
  7. Rong Yang, Milind Tambe, Manish Jain, Jun-young Kwak, James Pita and Zhengyu Yin, “Game Theory and Human Behavior: Challenges in Security and Sustainability,” in Proceedings of International Conference on Algorithmic Decision Theory (ADT), October, 2011 (Invited Research Challenge Paper) [pdf]
  8. Jun-young Kwak, Rong Yang, Zhengyu Yin, Matthew E. Taylor and Milind Tambe, “Towards Addressing Model Uncertainty: Robust Execution-time Coordination for Teamwork,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), August, 2011 (Short Paper) [pdf]
  9. Laura Klein, Geoffrey Kavulya, Farrokh Jazizadeh, Jun-young Kwak, Burcin Becerik-Gerber, Pradeep Varakantham and Milind Tambe, “Towards Optimization of Building Energy and Occupant Comfort Using Multi-agent Simulation,” in Proceedings of the 28th International Symposium on Automation and Robotics in Construction (ISARC), June, 2011 [pdf]
  10. Jun-young Kwak, Rong Yang, Zhengyu Yin, Matthew E. Taylor and Milind Tambe, “Teamwork in Distributed POMDPs: Execution-time Coordination Under Model Uncertainty,” in Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), May, 2011 (Extended Abstract) [pdf]
  11. Jun-young Kwak, Paul Scerri, Milind Tambe, Onur Sert and Amos Freedy, “Towards a Robust MultiAgent Autonomous Reasoning System (MAARS): An Initial Simulation Study for Satellite Defense,” in Proceedings of AIAA Infotech at Aerospace, March, 2011 [pdf]
  12. Jason Tsai, Zhengyu Yin, Jun-young Kwak, David Kempe, Christopher Kiekintveld and Milind Tambe, “Urban Security: Game-Theoretic Resource Allocation in Networked Physical Domains,” in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI), July, 2010 [pdf]
  13. Jason Tsai, Zhengyu Yin, Jun-young Kwak, David Kempe, Christopher Kiekintveld and Milind Tambe, “How to Protect a City: Strategic Security Placement in Graph-Based Domains,” in Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), May, 2010 (Extended Abstract) [pdf]
  14. Pradeep Varakantham, Jun-young Kwak, Matthew E. Taylor, Janusz Marecki, Paul Scerri and Milind Tambe, “Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping,” in Proceedings of the 19th International Conference on Automated Planning and Scheduling (ICAPS), September, 2009 [pdf]
  15. Jun-young Kwak and Paul Scerri, “Path Planning for Autonomous Information Collecting Vehicles,” in Proceedings of the 11th International Conference on Information Fusion (FUSION), 2008 [pdf]
  16. Jun-young Kwak, Mihail Pivtoraiko and Reid Simmons, “Combining Cost and Reliability for Rough Terrain Navigation,” in Proceedings of the 9th International Symposium on Artificial Intelligence, Robotics and Automation for Space (i-SAIRAS), 2008 [pdf]
  17. Nicholas Melchior, Jun-young Kwak and Reid Simmons, “Particle RRT for Path Planning in Very Rough Terrain,” in Proceedings of NASA Science Technology Conference 2007 (NSTC), 2007 [pdf]
  18. Jun-young Kwak, Ji Young Yoon and Richard H. Shinn, “An Intelligent Robot Architecture based on Robot Mark-up Languages,” in Proceedings of IEEE International Conference on Engineering of Intelligent Systems (ICEIS), 2006 [pdf]

Refereed Workshop/Symposium Papers & Posters

  1. Jun-young Kwak, Pradeep Varakantham, Rajiv Maheswaran, Yu-Han Chang, Milind Tambe, Burcin Becerik-Gerber and Wendy Wood, “Why TESLA Works: Innovative Agent-based Application Leveraging Schedule Flexibility for Conserving Energy,” in AAMAS Workshop on Multiagent-based Societal Systems (MASS), May, 2013 [pdf]
  2. Jun-young Kwak, Pradeep Varakantham, Rajiv Maheswaran, Milind Tambe, Timothy Hayes, Wendy Wood and Burcin Becerik-Gerber, “Towards Robust Multi-objective Optimization Under Model Uncertainty for Energy Conservation,” in AAMAS Workshop on Agent Technologies for Energy Systems (ATES), June, 2012 [pdf]
  3. Jun-young Kwak, Pradeep Varakantham, Milind Tambe, Laura Klein, Farrokh Jazizadeh, Geoffrey Kavulya, Burcin Becerik-Gerber and David J. Gerber, “Towards Optimal Planning for Distributed Coordination Under Uncertainty in Energy Domains,” in AAMAS Workshop on Agent Technologies for Energy Systems (ATES), May, 2011 [pdf]
  4. Jun-young Kwak, Rong Yang, Zhengyu Yin, Matthew E. Taylor and Milind Tambe, “Robust Execution-time Coordination in DEC-POMDPs Under Model Uncertainty,” in AAMAS Workshop on Multiagent Sequential Decision Making in Uncertain Domains (MSDM), May, 2011 [pdf]
  5. Jun-young Kwak, Rong Yang, Zhengyu Yin, Matthew E. Taylor and Milind Tambe, “Teamwork and Coordination under Model Uncertainty in DEC-POMDPs,” in AAAI Workshop on Interactive Decision Theory and Game Theory (IDTGT), July, 2010 [pdf]
  6. Jason Tsai, Zhengyu Yin, Jun-young Kwak, David Kempe, Christopher Kiekintveld and Milind Tambe, “Game-Theoretic Allocation of Security Forces in a City,” in AAMAS Workshop on Optimisation in Multi-Agent Systems (OPTMAS), May, 2010 [pdf]
  7. Jason Tsai, Zhengyu Yin, Jun-young Kwak, David Kempe, Christopher Kiekintveld and Milind Tambe, “Strategic Security Placement in Network Domains with Applications to Transit Security,” in IJCAI Workshop on Quantitative Risk Analysis for Security Applications (QRASA), July, 2009 [pdf]
  8. Jun-young Kwak, Pradeep Varakantham, Matthew E. Taylor, Janusz Marecki, Paul Scerri and Milind Tambe, “Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping,” in AAMAS Workshop on Multiagent Sequential Decision Making in Uncertain Domains (MSDM), May, 2009 [pdf]
  9. Jun-young Kwak, Ji Young Yoon and Richard H. Shinn, “Some Design Issues on intelligent Robot Software Platform”, 2nd International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 2005 (Poster)
  10. Ji Young Yoon, Jun-young Kwak and Richard H. Shinn, “Case-Based Reasoning Engine for Intelligent Robot Platform”, 2nd International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 2005 (Poster)

Miscellaneous

  1. Prasanna Velagapudi, Jun-young Kwak, Paul Scerri, Michael Lewis and Katia Sycara, “Robocup Rescue – Virtual Robots Team STEEL (USA): MrCS – The Multirobot Control System”, Robocup Rescue Virtual Robots Competition, 2008 [pdf]

Theses

  1. Jun-young Kwak, “The Power of Flexibility: Autonomous Agents That Conserve Energy in Commercial Buildings,” PhD Thesis, Department of Computer Science, University of Southern California [pdf]
  2. Jun-young Kwak, “Rough Terrain Navigation for Mars Rovers”, Master’s Thesis, The Robotics Institute, Carnegie Mellon University, August, 2007 [pdf]
  3. Jun-young Kwak, “Design and Implementation Issues on AI Editor”, Bachelor’s Thesis, Seoul National University, 2006

…Last Revision Date: February 11, 2014

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