This Curious AI Beats Many Games...and Gets Addicted to the TV

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The paper "Large-Scale Study of Curiosity-Driven Learning" is available here:
Paper - https://pathak22.github.io/large-scale-curiosity/
Blog post - https://blog.openai.com/reinforcement-learning-with-prediction-based-rewards/

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