Understanding Enrichment in Reinforcement Learning

Jinwoo Kim, Shraddha Barke

When rewards are sparse, reinforcement learning with verifiable rewards (RLVR) often uses hints or intermediate guidance to generate more successful rollouts. This enrichment biase…