def METHOD_NAME(self, prompts) -> list:
    indices = list(range(len(prompts)))
    sampled_indices = self.strategy.experience_sampler.choice(
        indices, self.experience_batch_size, replace=False
    )
    return [prompts[i] for i in sampled_indices]