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Jianxun Wang

Graduate Student, Ph.D.

I’m interested in machine learning, artificial intelligence and their application in solving real-world problem. My current research focuses on utilizing human assistance to facilitate trainingprocess and improve performance of reinforcement learning. I previously deployed a decision treemodel to extract interpretable feature for reinforcement learning in Intelligent Tutoring System. Ialso introduced a guidance-based model for maximum entropy reinforcement learning toincorporate guidance signal from expert demonstration and other sources for treatmentrecommendation using electronic healthcare records.

Publications

Journal Articles

    Refereed Conference Papers

      Refereed Workshop Papers

        Unrefereed Publications, Posters, and Other Papers