Browsing Tetherless World Publications by Author "Zhang, Chongjie"

Now showing items 1-3 of 3

    • An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration 

      Zhang, Xiaoqin; Shrestha, Bhavesh; Yoon, Sungwook; Kambhampati, Subbarao; DiBona, Phillip; Guo, Jinhong; McFarlane, Daniel; Hofmann, Martin; Whitebread, Kenneth; Appling, Darren; Whitaker, Elizabeth; Trewhitt, Ethan; Ding, Li; Michaelis, James; McGuinness, Deborah L.; Hendler, James A.; Doppa, Janardhan; Parker, Charles; Dietterich, Thomas; Tadepalli, Prasad; Wong, Weng-Keen; Green, Derek; Rebguns, Anton; Spears, Diana; Kuter, Ugur; Levine, Geoff; DeJong, Gerald; MacTavish, Reid; Ontanon, Santiago; Radhakrishnan, Jainarayan; Ram, Ashwin; Mostafa, Hala; Zafar, Huzaifa; Zhang, Chongjie; Corkill, Daniel; Lesser, Victor; Song, Zhexuan (ACM Transactions on Intelligent Systems and Technology, 2012-09-01)
      We present a novel ensemble architecture for learning problem-solving techniques from a very small number of expert solutions and demonstrate its effectiveness in a complex real-world domain. The key feature of our ...

    • An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration 

      Zhang, Xiaoqin; Shrestha, Bhavesh; Yoon, Sungwook; Kambhampati, Subbarao; DiBona, Phillip; Guo, Jinhong; McFarlane, Daniel; Hofmann, Martin; Whitebread, Kenneth; Appling, Darren; Whitaker, Elizabeth; Trewhitt, Ethan; Ding, Li; Michaelis, James; McGuinness, Deborah L.; Hendler, James A.; Doppa, Janardhan; Parker, Charles; Dietterich, Thomas; Tadepalli, Prasad; Wong, Weng-Keen; Green, Derek; Rebguns, Anton; Spears, Diana; Kuter, Ugur; Levine, Geoff; DeJong, Gerald; MacTavish, Reid; Ontanon, Santiago; Radhakrishnan, Jainarayan; Ram, Ashwin; Mostafa, Hala; Zafar, Huzaifa; Zhang, Chongjie; Corkill, Daniel; Lesser, Victor; Song, Zhexuan (Transactions on Intelligent Systems and Technology, 2012-09-01)
      We present a novel ensemble architecture for learning problem-solving techniques from a very small number of expert solutions and demonstrate its effectiveness in a complex real-world domain. The key feature of our ...

    • An Ensemble Learning and Problem Solving Architecture for Airspace Management 

      Zhang, Xiaoqin; Yoon, Sungwook; DiBona, Phillip; Appling, Darren; Ding, Li; Doppa, Janardhan; Green, Derek; Guo, Jinhong; Kuter, Ugur; Levine, Geoff; MacTavish, Reid; McFarlane, Daniel; Michaelis, James; Mostafa, Hala; Ontanon, Santiago; Parker, Charles; Radhakrishnan, Jainarayan; Rebguns, Anton; Shrestha, Bhavesh; Song, Zhexuan; Trewhitt, Ethan; Zafar, Huzaifa; Zhang, Chongjie; Corkill, Daniel; DeJong, Gerald; Dietterich, Thomas; Kambhampati, Subbarao; Lesser, Victor; McGuinness, Deborah L.; Ram, Ashwin; Spears, Diana; Tadepalli, Prasad; Whitaker, Elizabeth; Wong, Weng-Keen; Hendler, James A.; Hofmann, Martin; Whitebread, Kenneth (Transactions on Intelligent Systems and Technology, 2011-11-15)
      We present a novel ensemble architecture for learning problem-solving techniques from a very small number of expert solutions and demonstrate its effectiveness in a complex real-world domain. The key feature of our ...