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ENTITY Time-Uniform Self-Normalized Concentration for Discounted Least Squares: Limits and Corrections

Time-Uniform Self-Normalized Concentration for Discounted Least Squares: Limits and Corrections

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  1. TOOL · CL_212100 ·

    arXiv paper finds error in concentration inequality proofs for reinforcement learning

    A recent paper published on arXiv, titled "Time-Uniform Self-Normalized Concentration for Discounted Least Squares: Limits and Corrections," identifies a flaw in a widely used weighted extension of self-normalized conce…