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12-30
2019
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?【IIIS-Haihua Frontier Seminar Series】
演讲人： Ruosong Wang Carnegie Mellon University 时间： 2019-12-30 14:00-2019-12-30 15:00 地点：Block D 15th floor，Science & Technology Mansion， Tsinghua Science Park 内容： Modern deep learning me...
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12-30
2019
Stein’s Method for Big-Data Systems: From Learning Queues to Q-Learning【IIIS-Haihua Frontier Seminar Series】
演讲人： Lei Ying University of Michigan 时间： 2019-12-30 10:30-2019-12-30 11:30 地点：FIT 1-222 内容： Big-data analytics involves data collection, data processing, and mining of and learning from ...
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12-27
2019
Unsupervised state embedding and aggregation towards scalable reinforcement learning【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
演讲人： Mengdi Wang Princeton University 时间： 2019-12-27 14:00-2019-12-27 15:00 地点：FIT Lecture Hall 内容： In this talk we survey recent advances on statistical efficiency and regret of reinfor...
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12-26
2019
Where to next with first-order optimization?【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
演讲人： Chris Maddison the Insitute for Advanced Study in Princeton 时间： 2019-12-26 15:30-2019-12-26 16:30 地点： FIT Lecture Hall 内容： First-order methods for numerical optimization are central...
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12-23
2019
Resource theory of quantum channels and applications in benchmarking quantum memory
演讲人： Yunchao Liu UC Berkeley 时间： 2019-12-23 14:00-2019-12-23 15:00 地点：MMW327 内容： Quantum resource theories have been widely studied to systematically characterize the non-classicality of...
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12-23
2019
Quantum algorithms for optimization and machine learning
演讲人： Tongyang Li University of Maryland 时间： 2019-12-23 13:00-2019-12-23 14:00 地点：MMW S327 内容： The theories of optimization and machine learning answer foundational questions in computer ...