From Imitation to Reward Discovery: On-Policy Warmup for Agentic RL

Yitong Qiao, Tiantian He, Lei Liu +4

Reinforcement learning with a verifiable reward (RLVR) offers a scalable approach to training language-model agents, yet sparse outcome rewards can leave early training with little…