Concept · 2 episode(s)

Strategy Diversity

← all concepts

Definition

Strategy diversity is the spread of approaches a learning system explores or maintains, rather than collapsing to one. Diversity helps exploration in RL, helps robustness in deployment, and is one of the first casualties of aggressive optimization against a narrow reward.

Episodes covering this

Worth reading next

Papers we haven't done a deep dive on yet, but would recommend on this topic.