基本信息
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职业迁徙
个人简介
I'm interested in developing embodied AI systems capable of helping us in the humdrum of everyday activities within messy rooms, offices, and kitchens, in a reliable, compliant, and scalable manner without requiring significant robot-specific data collection and task-specific heuristics. To this end, I have worked on learning goal-conditioned manipulation from human videos, exploration for robot learning, and improving efficiency through semantic augmentations and novel policy architectures. I have eclectic research interests, and have also worked on robustness in machine learning, and improving sample efficiency, scalability, and representations in reinforcement learning.
研究兴趣
论文共 48 篇作者统计合作学者相似作者
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2023 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, ICRApp.3029-3036, (2023)
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作者统计
#Papers: 47
#Citation: 677
H-Index: 13
G-Index: 25
Sociability: 4
Diversity: 2
Activity: 61
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