For media coverage of our group's members and their research, see here.
Much of this research has been supported by funding from NSF, NASA, DARPA, ARO, ONR, AFOSR, the State of Arizona as well as awards from IBM, Google and JP Morgan.
Action-Model Based Multi-agent Plan Recognition
Hankz Hankui Zhuo, Qiang Yang & Subbarao Kambhampati.
ET-LDA: Joint Topic Modeling For Aligning, Analyzing and
Sensemaking of Public Events and Their Twitter Feeds
Yuheng Hu, Ajita John, Fei Wang, Doreen Duncan Seligmann & Subbarao Kambhampati
Technical Report arXiv:1210.2164. 2012. (Under Journal Submission)
ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter
Yuheng Hu, Ajita John, Fei Wang & Subbarao Kambhampati.
AAAI 2012 (Talk slides and Talk audio).
An Ensemble Architecture for Learning Complex Problem-Solving
Techniques From Demonstration.
Sungwook Yoon and Subbarao Kambhampati along with a good portion of the Eastern Sea Board.
ACM Transactions on Intelligent Systems and Technology. Vol 3; No 4. 2012.
Tell me when and why to do it!: Run-time planner model updates via
natural language instruction
Rehj Cantrell, Kartik Talamadupula, Paul Schermerhorn, J. Benton, Subbarao Kambhampati & Matthias Scheutz.
ACM/IEEE Intl. Conf. on Human Robot Interaction. 2012.
Click Efficiency: A Unified Optimal Ranking for Online Ads and
Raju Balakrishnan and Subbarao Kambhampati
Technical report arXiv:1107.1660; July 2011.
Synthesizing Robust Plans under Incomplete Domain Models
Tuan Nguyen, Subbarao Kambhampati, Minh Do.
Technical report arxiv:1104.5069; April 2011.
Presented at AAAI 2011 Workshop on Generalized Planning. (Here are talk slides).
Cost Sensitive Reachability Heuristics for Handling
Daniel Bryce and Subbarao Kambhampati.
Proc. UAI 2005.