基本信息
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职业迁徙
个人简介
My research uses language to structure reinforcement learning, aiming towards building more intelligent and interpretable agents that can learn to use language to communicate and coordinate with each other. Language can be a powerful tool to help agents learn and adapt from small amounts of human-intelligible data. I'm specifically interested in (1) using the structure of language to aid reinforcement learning and multi-agent algorithms, (2) allowing language to be used for communication between agents and (3) methods for better interpretability of models that use language to allow safer and more ethical systems.
研究兴趣
论文共 11 篇作者统计合作学者相似作者
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S. G. Ellsworth, A. Ross,K. Shiue,P. Murthy,R. B. Patel,R. C. Zellars, A. C. Miller, K. A. Russ,M. Lotze
International Journal of Radiation OncologyBiologyPhysicsno. 2 (2023)
International Conference on Learning Representations (ICLR) (2022)
引用60浏览0EI引用
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ROBOTICS SCIENCE AND SYSTEMS XVI (2020)
*SEM@NAACL-HLT (2019): 235-249
Robotics Science and Systems (2019)
semanticscholar(2019)
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semanticscholar(2019)
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作者统计
#Papers: 11
#Citation: 190
H-Index: 5
G-Index: 7
Sociability: 4
Diversity: 1
Activity: 2
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