The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping

Benchmark Model Rank Results
mathematical-reasoning-on-math-500Qwen3-8B + MEDS#45Accuracy: 92.51
mathematical-reasoning-on-aime24Qwen3-8B + MEDS#86Acc: 45.78