Harness-G

A team from the National University of Defense Technology has identified a failure mode in reinforcement learning-trained search agents, called retrieval-equivalence collapse, where agents repeatedly …

Researchers propose Harness-G, a graph-structured retrieval framework that reformulates free-form query generation as finite action selection to address retrieval-equivalence collapse in reinforcement…