Near-Future Policy Optimization

Chuanyu Qin, Chenxu Yang, Qingyi Si +6

Reinforcement learning with verifiable rewards (RLVR) has become a core post-training recipe. Introducing suitable off-policy trajectories into on-policy exploration accelerates RL…