Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Code Execution with Pre-trained Language Models
Publication
From noise to protein with image models
Video
Human-Centered AI: Ensuring Human Control While Increasing Automation
A new synthesis is emerging that integrates AI technologies with Human-Computer Interaction to produce Human-Centered AI (HCAI). Advocates of this new synthesis seek to amplify, augment, and enhance human abilities, so as to empower people,…
Microsoft Research Blog
Using generative AI to imitate human behavior
Diffusion models have been used to generate photorealistic images and short videos, compose music, and synthesize speech. In a new paper, Microsoft Researchers explore how they can be used to imitate human behavior in interactive…
Microsoft Research Blog
Inferring rewards through interaction
In reinforcement learning, handcrafting reward functions is difficult and can yield algorithms that don’t generalize well. IGL-P, an interaction-grounded learning strategy, learns personalized rewards for different people in recommender system scenarios.
