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My research interests span computer vision, reinforcement learning, and robotics. I am highly motivated to work in how algorithms can enable machines to acquire more general notions of intelligence through learning and interaction, allowing them to autonomously learn a variety of skills in real-world settings and build on top of already existing skills to solve more complicated tasks. While the successes of reinforcement learning in the single-task setting are incredibly exciting, I am most drawn to problems that stand in the way of efficient multi-task and lifelong reinforcement learning.
Research Interests
Papers共 15 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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arxiv(2024)
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2022 8th International Conference on Big Data and Information Analytics (BigDIA)pp.317-323, (2023)
CoRRno. 5 (2023): 1-16
CoRR (2023)
CoRR (2023): 30365-30380
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139 (2021): 1373-1383
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