Conceptforced exploration
Forced Exploration
An exploration strategy in online learning that selects actions at random with a certain probability, ensuring that every node has a chance to be observed and thereby avoiding estimation bias caused by the graph structure.
Timeline (last 90 days)
Nov 4
The loss estimator designed in the paper combines three key components: forced exploration, conditional geometric resampling, and an adaptive learning rate with surrogate probabilities.
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