#policy gradient loss03/05/2025
Revolutionizing Math Reasoning: How 1-Shot Reinforcement Learning Boosts LLM Performance
Researchers reveal that training large language models with just one example using 1-shot reinforcement learning significantly enhances their math reasoning abilities, matching results from large datasets.