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Jubayer Ibn Hamid

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I am a 1st year PhD student working in artificial intelligence and reinforcement learning at Stanford University. I am affiliated with Stanford Artificial Intelligence Laboratory (SAIL), where my research is advised by Dorsa Sadigh, Chelsea Finn, and Noah Goodman.

Previously, I studied mathematical physics as an undergraduate at Stanford University. Outside of AI, I am interested in pure mathematics, especially abstract algebra and neighbouring fields.

Research

I work on reinforcement learning and sequential decision-making with the goal of developing learning and inference algorithms aiming towards solving extremely complex problems, especially in scientific discovery. These days, I am interested in exploration-exploitation strategies, and training-time and inference-time search.

Selected Papers:

(* denotes co-lead)

Full list of publications can be found here: All Papers.

Notes

Teaching

CS 224R - Deep Reinforcement Learning. Head CA. Spring, 2025.

CS 229 - Machine Learning. CA. Winter, 2025.

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