The German newpaper Frankfurther Allgemeine Zeitung (FAZ) has published the article ‘Was der Künstlichen Intelligenz zum menschlichen Gehirn fehlt’ both in print and online (paywalled, unfortunately). It translates to ‘What AI is missing to become a human brain’. Similar English articles can be found here at The Self-Assembling Brain and at Princeton University Press.
Yes, they did. MuZero was published just before Christmas 2020, and is arguably the most advanced artificial neural network based on reinforcement learning out there right now. Its predecessor, AlphaZero already had the ability to teach itself both chess and Go (another two-person zero-sum-game without random elements). AlphaZero beat world champions, but needed one important bit of information to learn:…
Babies are not born with randomly connected brains and turned on to learn. And yet, 100 years ago, neurobiologists were not so sure. In fact, most of them rather liked the idea, because they disliked the alternative: the development of intelligent brains without learning – as if embryo development could determine who you are. 100 years ago, neurobiologists had only…