Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Wei Liu, Ruochen Zhou, Yiyun Deng +5

Large Reasoning Models (LRMs) have shown remarkable capabilities in solving complex problems through reinforcement learning (RL), particularly by generating long reasoning traces.…