实体 Temporal Difference (TD) learning

Temporal Difference (TD) learning

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TOOL · CL_43579 · May 22 · 04:00

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…

New bounds enhance statistical inference for Reinforcement Learning