EviBack: Search-Agent Reinforcement Learning via Evidence-Constrained Teacher Backoff

Xiao Ma, Zhiquan Hu, Yi Wei +6

Reinforcement learning enables Agentic RAG systems to learn multi-turn search from verifiable outcome rewards, but all- zero rollout groups provide no comparative signal and may hi…