Selective Off-Policy Reference Tuning with Plan Guidance

Duc Anh Le, Tien-Phat Nguyen, Thien Huu Nguyen +2

Reinforcement learning with verifiable rewards helps reasoning, but GRPO-style methods stall on hard prompts where all sampled rollouts fail. SORT adds a repair update for those fa…