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ENTITY Bernoulli bandits

Bernoulli bandits

PulseAugur coverage of Bernoulli bandits — every cluster mentioning Bernoulli bandits across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_178218 ·

    New regularized greedy algorithms improve finite-horizon bandit performance

    Researchers have developed a new class of regularized greedy algorithms designed for multi-armed Bernoulli bandits operating within finite horizons. These algorithms offer the first derived finite-horizon regret envelop…

  2. TOOL · CL_165160 ·

    New method localizes eluder dimension for improved reinforcement learning bounds

    Researchers have introduced a new method to localize the eluder dimension, a concept crucial for understanding the sample complexity of optimistic exploration in machine learning. This technique establishes a lower boun…