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jacob_cannell comments on Learning to get things right first time - Less Wrong Discussion
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Agreed. In particular I think IRL (Inverse Reinforcement Learning) is likely to turn out to be very important. Also, it is likely that the brain has some clever mechanisms for things like value acquisition or IRL, as well as empathy/altruism, and figuring out those mechanisms could be useful.