Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
微软研究院博客
A game-theoretic approach to provably correct and scalable offline RL
Despite increasingly widespread use of machine learning (ML) in all aspects of our lives, a broad class of scenarios still rely on automation designed by people, not artificial intelligence (AI). In real-world applications that involve…
项目
Code Intelligence
Apply AI techniques for software engineering Code intelligence project aims to leverage AI techniques to help software developers improve the productivity of the development process. We focus on building large-scale pre-trained models to understand and…
视频
Sumit Gulwani: 3-min video introduction
A 3-minute video introduction of Sumit Gulwani: He is a computer scientist connecting ideas, people, and research with practice. He is inventor of the Flash Fill feature in Microsoft Excel, which has now made its…
工具
Robust Confidence Sequences
This project contains example notebooks exhibiting confidence sequences that are robust, i.e., converge for observations with infinite variance. Robust Mean Demo: The basic technique for covering the running conditional mean in a nonstationary environment. Includes…