Parallel and Batch Optimization

GP-BUCB (Gaussian Process Batch Upper Confidence Bound)

Batch acquisition algorithm that extends the UCB principle to the simultaneous selection of multiple points, balancing exploration and exploitation at the batch level rather than at the individual point level.

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