One of the key challenges of deep reinforcement learning models — the kind of AI systems that have mastered Go, StarCraft 2, and other games — is their inability to generalize their capabilities beyond their training domain. But scientists at…
MuZero could soon be put to practical use too. Dr Silver said DeepMind was already using it to try to invent a new kind of video compression. “If you look at data traffic on the internet, the majority of it…
The big question is whether OpenAI has now surpassed DeepMind, which rose to fame in 2016 when it produced AlphaGo software that learned how to play the board game Go and grew better than any human player. Instead, DeepMind has…
Now, Alphabet’s DeepMind is taking this automation further by developing deep learning algorithms that can handle programming tasks which have been, to date, the sole domain of the world’s top computer scientists (and take them years to write). In a…