TGRL: Temperature-Grouped Reinforcement Learning for Efficient Exploration in LLMs

Benchmark Model Rank Results
mathematical-reasoning-on-amc23TGRL (Qwen3-14B) (extra data)#1Acc: 92.7
agents-on-alfworldTGRL (Qwen2.5-7B-Instruct) (extra data)#4Success Rate: 86.7
mathematical-reasoning-on-olympiadbenchTGRL (Qwen3-32B) (extra data)#8Accuracy: 69.9
mathematical-reasoning-on-minerva-mathTGRL (Qwen3-32B) (extra data)#10Accuracy: 50.6
mathematical-reasoning-on-math-500TGRL (Qwen3-14B) (extra data)#24Accuracy: 95.3
mathematical-reasoning-on-aime-2025TGRL (Qwen3-32B) (extra data)#85Accuracy: 51.6