Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
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Offline Reinforcement Learning Algorithms
In this page, we describe the algorithmic landscape of Offline RL and enumerate some algorithmic development efforts made by MSR in this space In a tutorial lecture (opens in new tab) on Offline RL (opens in…
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ICLR 2022 highlights from Microsoft Research Asia: Expanding the horizon of machine learning techniques and applications
ICLR (International Conference on Learning Representations) (opens in new tab) is recognized as one of the top conferences in the field of deep learning. Many influential papers on artificial intelligence, statistics, and data science—as well…
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KDD 2022 Tutorial on Large-Scale Information Extraction under Privacy-Aware Constraints
In this digital age, people spend a significant portion of their lives online and this has led to an explosion of personal data from users and their activities. Typically, this data is private and no-body…