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ENTITY Temporal Difference (TD) learning

Temporal Difference (TD) learning

PulseAugur coverage of Temporal Difference (TD) learning — every cluster mentioning Temporal Difference (TD) learning across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_99674 ·

    Research paper analyzes variance reduction in Temporal Difference learning

    A new research paper analyzes the variance in Temporal Difference (TD) learning, a method used in reinforcement learning. The study demonstrates that TD learning can reduce variance by aggregating more independent traje…

  2. TOOL · CL_43579 ·

    New bounds enhance statistical inference for Reinforcement Learning

    Researchers have developed new high-dimensional concentration inequalities and Berry-Esseen bounds for martingales induced by Markov chains. These findings are applied to analyze Temporal Difference (TD) learning with l…