Table of Contents
Institutions
DeepMind
Founded by Denis Hassibis in Britain in 2010, bought by Google in 2014.
Mission:
- develop AGI
- apply AGI to pressing social issues
300 researchers, based in kings cross London
Reinforcement learning, progress to a goal
Accomplishments
- Created AlphaGo, the first AI to defeat a human at the game of Go
- Wavenet, human speech
- Cooling the Google data centers efficiently
- “Agent”
- Streams, medical info
OpenAI
2015 Originally founded by Elon Musk, dedicated to making state-of-the-art AI tools available as open-source.
2018 Elon Musk withdrew due to disagreement with changes made in the strategic direction.
2019 Microsoft stepped in as major investor.
NeuraLink
founded by Elon Musk
working on a machine-brain interface, with electronic implants directly into the brain
Montreal Institute for Learning Algorithms (MILA)
University of Montreal
Yoshua Bengio, Director
Supported by Facebook, IBM, Google
Kaggle
A competition platform including datasets and tools.
https://www.kaggle.com
Others
drive.ai
deeplearning.ai
Coursera
Stanford University
Baidu, Inc.
Google Brain (Deep Learning) project. Eclipsed and absorbed by DeepMind when it was acquired in 2014
Facebook AI Research (FAIR)
Note
Microsoft number of employees in AI research:
in 2016: ~5,000
in 2017: ~8,000
Conferences
6th International Conference on Learning Representations (ICLR 2018)
April 30 - May 3, 2018
Vancouver, CA