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representational assumptions
representational assumptions
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spannersampling
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coverage
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multi-turn exploration
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pre-trained model
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policy learning
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Papers
Is a Good Foundation Necessary for Efficient Reinforcement Learning? The Computational Role of the Base Model in Exploration
COLT 2025
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