Before the Rollout Ends: Early Terminal Reward Prediction for Long-horizon Coding Agents

Jihan Yao, Sihan Zeng, Shangbin Feng +3

Long-horizon coding agents receive verifiable rewards only after completing expensive sequences of tool calls. This increases inference cost, amplifies early wrong hypotheses, and…