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RL can do behavior cloning, but really needs good simulations or verifiable environments to get to superhuman levels. That currently exists for math, coding, an
by LarsDu88 1mo ago
RL can do behavior cloning, but really needs good simulations or verifiable environments to get to superhuman levels. That currently exists for math, coding, and a lot of videogames. Soon there will be good enough simulations for robotics.
There's a lot of domains where that simply isn't the case (like bio)
- porridgeraisin 1mo agoYou get much better supervised data in bio/chem though. These data companies have people working on exactly that. While it's not going to give you an "alphago" effect, it is still enough to work at human levels, augmented with the general knowledge of an LLM, together making it super-human.