Covariant is a Bay Area firm that has built an AI-based system that trains network robots to improve picks as they go.

The company supports picking for robots in warehouse applications.  Some of these warehouse automation applications includes robotic putwalls from bins, induction from bins, kitting, and depalletizing.  I must say that the website videos for Covariant are amazing.

TechCrunch: Covariant’s robotic picking AI nabs another $75M