Tanushree Burman

Publications

Peer-Reviewed Conference Papers

Burman, T., Dahal, M., Xu, G., Rogers, C., Cross, J., & Sinapov, J. (2025). Smart Motor: A Low-Cost Hardware and Software Toolkit for Introducing Supervised Machine Learning to Elementary School Students. Proceedings of the AAAI Conference on Artificial Intelligence, 39(28), 29128-29136. https://doi.org/10.1609/aaai.v39i28.35185.

Burman, T., Coney, J., Rogers, C., Cross, J., & Sinapov, J. (2025). Balancing Act: Mastering Beam-and-Ball Control with Reinforcement Learning. In: Balogh, R., Obdržálek, D., Fachantidis, N. (eds) Robotics in Education. RiE 2025. Lecture Notes in Networks and Systems, vol 1544. Springer, Cham. https://doi.org/10.1007/978-3-031-98762-5_21

Shukla, Y., Burman, T., Kulkarni, A. N., Wright, R., Velasquez, A., & Sinapov, J. (2024, May). Logical Specifications-guided Dynamic Task Sampling for Reinforcement Learning Agents. In Proceedings of the International Conference on Automated Planning and Scheduling (Vol. 34, pp. 532-540). https://doi.org/10.1609/icaps.v34i1.31514

Peer-Reviewed Journal Articles

Huang, J., Shung, D., Burman, T., Krishnaswamy, S., & Batra, R., (2022, November). Prediction of Death after Terminal Extubation, the Machine Learning Way. Journal of the American College of Surgeons (235, S95-S96).

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