BRIDGE: Bilevel Retrieval-Credit-Aware Agentic Reinforcement Learning

Quan Xiao, Mingda Liu, Gaowen Liu +2

Agentic reinforcement learning (ARL) with verifiable rewards improves the ability of large language models (LLMs) to tackle knowledge-intensive tasks by learning to interleave sear…