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Bhrij Patel
Bhrij Patel
Verified email at umd.edu - Homepage
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Year
In pursuit of interpretable, fair and accurate machine learning for criminal recidivism prediction
C Wang, B Han, B Patel, C Rudin
Journal of Quantitative Criminology 39 (2), 519-581, 2023
1192023
Beyond exponentially fast mixing in average-reward reinforcement learning via multi-level Monte Carlo actor-critic
WA Suttle, A Bedi, B Patel, BM Sadler, A Koppel, D Manocha
International Conference on Machine Learning, 33240-33267, 2023
142023
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles
B Patel, WA Suttle, A Koppel, V Aggarwal, BM Sadler, D Manocha, A Bedi
Forty-first International Conference on Machine Learning, 2024
5*2024
Aime: Ai system optimization via multiple llm evaluators
B Patel, S Chakraborty, WA Suttle, M Wang, AS Bedi, D Manocha
arXiv preprint arXiv:2410.03131, 2024
32024
CCE: Sample Efficient Sparse Reward Policy Learning for Robotic Navigation via Confidence-Controlled Exploration
B Patel, K Weerakoon, WA Suttle, A Koppel, BM Sadler, T Zhou, AS Bedi, ...
arXiv preprint arXiv:2306.06192, 2023
3*2023
Multi-LLM QA with Embodied Exploration
B Patel, VS Dorbala, D Manocha, AS Bedi
arXiv preprint arXiv:2406.10918, 2024
1*2024
Right Place, Right Time! Towards ObjectNav for Non-Stationary Goals
VS Dorbala, B Patel, AS Bedi, D Manocha
arXiv preprint arXiv:2403.09905, 2024
12024
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