Search-G1: Co-Evolving Representation-Based Rewards for Selective Grounded Search.

arXiv:2608.07531v4 Announce Type: replace-cross Abstract: Search-augmented language agents should retrieve external information only when necessary and ground their answers in retrieved evidence. Yet terminal correctness assigns equal credit to direct answers