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 and Google.
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.