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Contact
Chongjie Zhang
MIT CSAIL
32 Vassar St
Cambridge, MA 02139

Office: 32-D310
Email: chongjie@csail.mit.edu
Publications:
  • Co-Optimizing Task and Motion Planning
    Chongjie Zhang, Julie A. Shah
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016.
    [To appear]
  • Co-Optimization Multi-Agent Placement with Task Assignment and Scheduling
    Chongjie Zhang, Julie A. Shah
    International Joint Conference on Artificial Intelligence (IJCAI), 2016.
    [To appear]
  • On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison
    Chongjie Zhang, Julie A. Shah
    National Conference on Artificial Intelligence (AAAI), 2015.
    [pdf]
  • Fairness in Multi-Agent Sequential Decision-Making
    Chongjie Zhang, Julie A. Shah
    Neural Information Processing Systems (NIPS), 2014.
    [pdf]
  • Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs
    Nguyen Duc Thien, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang
    National Conference on Artificial Intelligence (AAAI), 2014.
    [pdf]
  • Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs (Extended Abstract)
    Nguyen, Duc Thien, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2014.
    [pdf]
  • Coordinating Multi-Agent Reinforcement Learning with Limited Communication
    Chongjie Zhang, Victor Lesser
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2013.
    [pdf]
  • Combining Dynamic Reward Shaping and Action Shaping for Coordinating Multi-Agent Learning
    Xiangbin Zhu, Chongjie Zhang, Victor Lesser
    IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), 2013.
    [pdf]
  • Biasing the Behavior of Organizationally Adept Agents (Extended Abstract)
    Dan Corkill, Chongjie Zhang, Bruno da Silva, Yoonheui Kim, Xiaoqin (Shelley) Zhang, Victor Lesser
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2013.
    [pdf]
  • Coordinating Multi-Agent Learning for Decentralized POMDPs
    Chongjie Zhang, Victor Lesser
    International Workshop on Multiagent Sequential Decision Making Under Uncertainty (MSDM), 2012.
    [pdf]
  • Using Annotated Guidelines to Influence the Behavior of Organizationally Adept Agents
    Dan Corkill, Chongjie Zhang, Bruno da Silva, Yoonheui Kim, Xiaoqin (Shelley) Zhang, Victor Lesser
    International Workshop on Coordination, Organization, Institutions, and Norms (COIN@AAMAS), 2012.
    [pdf]
  • An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration
    Xiaoqin Shelley Zhang, Sungwook Yoon, Phillip DiBona, Darren Scott Appling, Li Ding, Janardhan Rao Doppa, Derek Green, Jinhong K Guo, Ugur Kuter, Geoff Levine, Reid L MacTavish, Daniel McFarlane, James R Michaelis, Hala Mostafa, Bhavesh Shrestha, Zhexuan Song, Ethan B Trewhitt, Huzaifa Zafar, Chongjie Zhang, et al.
    ACM Transactions on Intelligent Systems and Technology (TIST), 2012.
    [pdf]
  • Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs
    Chongjie Zhang, Victor Lesser
    National Conference on Artificial Intelligence (AAAI), 2011.
    [pdf]
  • Organizationally Adept Agents
    Daniel Corkill, Edmund Durfee, Victor Lesser, Huzaifa Zafar, Chongjie Zhang
    International Workshop on Coordination, Organization, Institutions and Norms in Agent Systems (COIN@AAMAS 2011), 2011.
    [pdf]
  • Scaling Multi-Agent Learning in Complex Environments
    Chongjie Zhang
    Ph.D. Dissertation, 2011.
    [pdf]
  • Multi-Agent Learning with Policy Prediction
    Chongjie Zhang, Victor Lesser
    National Conference on Artificial Intelligence (AAAI), 2010.
    [pdf]
  • Self-Organization for Coordinating Decentralized Reinforcement Learning
    Chongjie Zhang, Victor Lesser, Sherief Abdallah
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2010.
    [pdf]
  • A Multi-Agent Learning Approach to Online Distributed Resource Allocation
    Chongjie Zhang and Victor Lesser, Prashant Shenoy
    International Joint Conference on Artificial Intelligence (IJCAI), 2009.
    [pdf]
  • Integrating Organizational Control into Multi-Agent Learning
    Chongjie Zhang, Victor Lesser, Sherief Abdallah
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2009.
    [pdf]
  • An Ensemble Learning and Problem-Solving Architecture for Airspace Management
    Xiaoqin Shelley Zhang, Sungwook Yoon, Phillip DiBona, Darren Scott Appling, Li Ding, Janardhan Rao Doppa, Derek Green, Jinhong K Guo, Ugur Kuter, Geoff Levine, Reid L MacTavish, Daniel McFarlane, James R Michaelis, Hala Mostafa, Bhavesh Shrestha, Zhexuan Song, Ethan B Trewhitt, Huzaifa Zafar, Chongjie Zhang, et al.
    Annual Conference on Innovative Applications of Artificial Intelligence (IAAI), 2009.
    [pdf]
  • Efficient Multi-Agent Reinforcement Learning through Automated Supervision (Short Paper)
    Chongjie Zhang, Victor Lesser, Sherief Abdallah
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2008.
    [pdf]
  • An Application Portal for Collaborative Coastal Modeling
    Chongjie Zhang, Chirag Dekate, Gabrielle Allen, Ian Kelley, Jon MacLaren
    Concurrency and Computation: Practice and Experience, 2007.
    [pdf]
  • Grid Portal Solutions: A Comparison of GridPortlets and OGCE
    Chongjie Zhang, Ian Kelley, Gabrielle Allen
    Concurrency and Computation: Practice and Experience, 2007.
    [pdf]
  • A Workflow Approach to Designed Reservoir Study
    Gabrielle Allen, Promita Chakraborty, Dayong Huang, Zhou Lei, John Lewis, Christopher White, Xiaoxi Xu, Chongjie Zhang
    Workshop on Workflows in Support of Large-Scale Science (WORKS), 2007.
    [pdf]
  • Shelter from the Storm: Building a Safe Archive in a Hostile World
    Jon MacLaren, Gabrielle Allen, Chirag Dekate, Dayong Huang, Andrei Hutanu, Chongjie Zhang
    Lecture Notes in Computer Science, 2005.
    [pdf]
  • An Application Portal for Collaborative Coastal Modeling
    Chongjie Zhang, Chirag Dekate, Gabrielle Allen, Ian Kelley, Jon MacLaren
    International Workshop on Grid Computing Environments (GCE), 2005. (Best Paper Award)
  • Grid Portal Solutions: A Comparison of GridPortlets and OGCE
    Chongjie Zhang, Ian Kelley, Gabrielle Allen
    International Workshop on Grid Computing Environments (GCE), 2005.
[All Content © 2016 Chongjie Zhang]