Two-stage Ranking

New credit-assigned policy gradient method improves retrieval system training

Researchers have developed a new reinforcement learning method called "credit-assigned" policy gradient (CA-PG) to address challenges in training early-stage rankers (ESRs) for large-scale retrieval systems. Traditional…