Off-Policy "zero RL" Explained in simple Terms

Latest Ai research on Off-Policy RL vs SFT for AI Complex Reasoning - LUFFY (on-policy and off-policy zero RL integration) Do we need zero RL for advanced reasoning like Imitation learning or transfer Learning: NO! Luffy! Distilled knowledge transfer from LM. All rights w authors: "Learning to Reason under Off-Policy Guidance" Short-title: LUFFY Jianhao Yan 21, Yafu Li 1, Zican Hu 31, Zhi Wang 3, Ganqu Cui 1, Xiaoye Qu 1, Yu Cheng 4, Yue Zhang 2 From 1 Shanghai AI Laboratory 2 Westlake University 3 Nanjing University 4 The Chinese University of Hong Kong #reinforcementlearning #aiexplained #airesearch