Publications

Ada-NAV: Adaptive Trajectory-Based Sample Efficient Policy Learning for Robotic Navigation

Bhrij Patel, Kasun Weerakoon, Wesley A. Suttle, Alec Koppel, Brian M. Sadler, Amrit Singh Bedi, Dinesh Manocha.

Beyond Exponentially Fast Mixing in Average-Reward RL via Multi-Level Monte Carlo Actor-Critic

Suttle, Wesley A., et al. "Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic." arXiv preprint arXiv:2301.12083 (2023).

In pursuit of interpretable, fair and accurate machine learning for criminal recidivism prediction

Caroline Wang, Bin Han, Bhrij Patel, Cynthia Rudin (2022). "In pursuit of interpretable, fair and accurate machine learning for criminal recidivism prediction." Journal of Quantitative Criminology. https://link.springer.com/article/10.1007/s10940-022-09545-w