strategies

Definition

Strategies are the higher-level choices around a method: how to sample data, when to update, how to trade exploration against exploitation, what to keep in a replay buffer. A paper comparing strategies usually concludes with conditions rather than a single winner. The word sits above "algorithm," which names a concrete procedure — a strategy is the policy deciding which procedure runs and when.