Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Vidéo
Computational Pragmatics
Defining pragmatics has not been easy. We discuss the major themes that have been dealt with in the field: The macro perspective: Speech Act Theory The micro perspective: Cooperative Principles and Implicature Merging the macro…
Vidéo
Divide and conquer: How Microsoft researchers used AI to master Ms. Pac-Man
Microsoft researchers have created an artificial intelligence-based system that learned how to get the maximum score on the addictive 1980s video game Ms. Pac-Man, using a divide-and-conquer method that could have broad implications for teaching…
Blog de recherche Microsoft
Hybrid Reward Architecture (HRA) Achieving super-human performance on Ms. Pac-Man
Games are popular as a test-bed for new machine learning techniques because they can be very challenging and allow for easy analysis of new learning techniques in a controlled environment. For reinforcement learning, where the…
Projet
Path Guide: Plug-and-play Indoor Navigation
Path Guide is a completely plug-and-play indoor navigation service that does not require maps or any additional equipment. Using Path Guide, users can create routes by recording sensory data with their smartphones while walking indoors,…