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How about Inverse Reinforcement Learning? MaxEnt and Deep MaxEnt seem to estimate the reward functions pretty well. But I've only seen limited applications of IRL. Researchers mostly focus on gridworld examples or robot arms learning how to do certain tasks from (human) experts. But how can IRL have more influential role in the society?




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