Research

My research interests are in reinforcement learning, information retrieval and personalized learning.

Publications

1. Data-driven Probabilistic Framework for Student Learning
A. Venkataraman, R. Ranawat, S. Iyer, S. Jagabathula, L. Subramanian
ICML/IJCAI Workshop on AI and Computational Psychology: Theories, Algorithms and Applications (CompPsy), July 2018

2. CollectiveTeach: Crowdsourcing Lesson Plans
A. Venkataraman, R. Ranawat, S. Vakil, J. Chen, S. Jagabathula, L. Subramanian
KDD Workshop on Advancing Education with Data, August 2017

On Going Work

3. CollectiveTeach: A System for Generating and Sequencing Lesson Plans
R. Ranawat, A. Venkataraman and L. Subramanian In Submission at CSCL 2019

4. A Deep Reinforcement Learning Approach to Lesson Plan Generation