基本信息
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Bio
My research goal is to develop a “tool-box” to solve a variety of decision-making problems reliably, robustly and effectively in the real world. Towards this goal, I am interested in developing techniques and algorithms for sequential decision-making. Towards this goal, my past work has focused on developing methods for running reinforcement learning (RL) on static datasets and understanding and addressing challenges in using RL with deep neural networks.
Research Interests
Papers共 69 篇Author StatisticsCo-AuthorSimilar Experts
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bioRxiv : the preprint server for biology (2024)
Bhateja Chethan, Guo Derek,Ghosh Dibya,Singh Anikait,Tomar Manan,Vuong Quan,Chebotar Yevgen,Levine Sergey,Kumar Aviral
ICRA 2024 (2024)
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Gemini Team, Petko Georgiev, Ving Ian Lei,Ryan Burnell, Libin Bai, Anmol Gulati, Garrett Tanzer, Damien Vincent, Zhufeng Pan, Shibo Wang, Soroosh Mariooryad, Yifan Ding,
arxiv(2024)
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CoRR (2024)
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arxiv(2024)
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CoRR (2024)
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CoRR (2024)
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Aniketh Janardhan Reddy,Xinyang Geng, Michael H Herschl, Sathvik Kolli,Aviral Kumar,Patrick D Hsu,Sergey Levine,Nilah M Ioannidis
bioRxiv : the preprint server for biology (2024)
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