J
Jainarayan Radhakrishnan
Researcher at Georgia Institute of Technology
Publications - 3
Citations - 29
Jainarayan Radhakrishnan is an academic researcher from Georgia Institute of Technology. The author has contributed to research in topics: Ensemble learning & Semantic reasoner. The author has an hindex of 2, co-authored 3 publications receiving 28 citations. Previous affiliations of Jainarayan Radhakrishnan include University of Illinois at Urbana–Champaign.
Papers
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Journal ArticleDOI
An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration
Xiaoqin Shelley Zhang,Bhavesh Shrestha,Sungwook Yoon,Subbarao Kambhampati,Phillip DiBona,Jinhong K. Guo,Daniel McFarlane,Martin Hofmann,Kenneth R. Whitebread,Darren Scott Appling,Elizabeth Whitaker,Ethan Trewhitt,Li Ding,James Michaelis,Deborah L. McGuinness,James A. Hendler,Janardhan Rao Doppa,Charles Parker,Thomas G. Dietterich,Prasad Tadepalli,Weng-Keen Wong,Derek Green,Anton Rebguns,Diana F. Spears,Ugur Kuter,Geoff Levine,Gerald DeJong,Reid MacTavish,Santiago Ontañón,Jainarayan Radhakrishnan,Ashwin Ram,Hala Mostafa,Huzaifa Zafar,Chongjie Zhang,Daniel D. Corkill,Victor Lesser,Zhexuan Song +36 more
TL;DR: The application of this novel learning and problem solving architecture to the domain of airspace management, where multiple requests for the use of airspaces need to be deconflicted, reconciled, and managed automatically is described.
Proceedings Article
An ensemble learning and problem solving architecture for airspace management
Xiaoqin Zhang,Sung Wook Yoon,Phillip DiBona,Darren Scott Appling,Li Ding,Janardhan Rao Doppa,Derek Green,Jinhong K. Guo,Ugur Kuter,Geoffrey Levine,Reid MacTavish,Daniel McFarlane,James Michaelis,Hala Mostafa,Santiago Ontañón,Charles Parker,Jainarayan Radhakrishnan,Antons Rebguns,Bhavesh Shrestha,Zhexuan Song,Ethan Trewhitt,Huzaifa Zafar,Chongjie Zhang,Daniel D. Corkill,Gerald DeJong,Thomas G. Dietterich,Subbarao Kambhampati,Victor Lesser,Deborah L. McGuinness,Ashwin Ram,Diana F. Spears,Prasad Tadepalli,Elizabeth Whitaker,Weng-Keen Wong,James A. Hendler,Martin Hofmann,Kenneth R. Whitebread +36 more
TL;DR: The application of a novel learning and problem solving architecture to the domain of airspace management, where multiple requests for the use of airspace need to be reconciled and managed automatically, is described.
Proceedings Article
Goal-driven learning in the GILA integrated intelligence architecture
TL;DR: This paper presents a novel GDL technique to deal with complex AI systems where the meta-reasoning module has to analyze the reasoning trace of multiple components with potentially different learning paradigms, and implements this technique in the GILA system.