SPROUT: Scaling Agentic Reinforcement Learning for Long-Horizon Software Engineering

Mengyang Liu, Weiming Wang, Haixin Nan +6

Reinforcement learning (RL) has driven substantial progress in coding agents by relying on verified successful trajectories as learning signals. However, such trajectories are scar…