Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Vidéo
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
Vidéo
Reinforcement Learning for Quadrotor Using AirSim
Example of reinforcement learning with quadrotors using AirSim and CNTK by Ashish Kapoor
Vidéo
Reinforcement Learning for Car Using AirSim
Example of reinforcement learning with quadrotors using AirSim and CNTK by Ashish Kapoor.
Projet
LightGBM
Gradient Boosting Decision Tree (GBDT) is a popular machine learning algorithm, and has quite a few effective implementations. Although many engineering optimizations have been adopted in these implementations, the efficiency and scalability are still unsatisfactory…
Outil
MMdnn
MMdnn is a comprehensive, cross-framework solution to convert, visualize and diagnosis deep neural network models. The “MM” in MMdnn stands for model management and “dnn” is an acronym for deep neural network. Basically, it converts…