"""ReflACT Scheduler -- edit budget and learning rate scheduling.

Analogous to learning rate schedulers (cosine annealing, step decay, warmup)
in neural network training. Controls how the edit_budget evolves over the
course of training.

Placeholder for future implementations.
"""