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A place we can turn for inspiration here is the theory of reinforcement learning (e.g., rltheorybook.github.io/rltheorybook..., arxiv.org/abs/2312.16730), which gives abstract techniques for active exploration that can give exponential benefits over passive exploration w.r.t. data efficiency. 6/

Mar 27, 2025, 5:28 PM

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