Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
LATAM Faculty Summit 2016: Artificial Intelligence – Microsoft Perspectives
Given the investment and evidence of progress in Artificial Intelligence (AI) in the last five years, some suggest that it is merely a matter of time until AI matches, complements or surpasses, human intelligence. Artificial…
Tool
Neural Phrase-based Machine Translation
Neural Phrase-based Machine Translation (NPMT) explicitly models the phrase structures in output sequences using Sleep-WAke Networks (SWAN), a recently proposed segmentation-based sequence modeling method. To mitigate the monotonic alignment requirement of SWAN, we introduce a…
Publication
Variational Bi-LSTMs
Microsoft Research Blog
Microsoft extends AirSim to include autonomous car research
Earlier this year, we open-sourced a research project called AirSim, a high-fidelity system for testing the safety of artificial intelligence systems. AirSim provides realistic environments, vehicle dynamics and sensing for research into how autonomous vehicles…
Video
AirSim Car Demo
AirSim is a simulator for drones and cars built on Unreal Engine. Its open source, cross platform and supports hardware-in-loop with popular platforms such as PixHawk for physically and visually realistic simulations. It is developed…
Publication
Inferring Traffic Cascading Patterns
Video
Reinforcement Learning for Quadrotor Using AirSim
Example of reinforcement learning with quadrotors using AirSim and CNTK by Ashish Kapoor
Video
Reinforcement Learning for Car Using AirSim
Example of reinforcement learning with quadrotors using AirSim and CNTK by Ashish Kapoor.
