rule-based rewards

3 papers

• KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical Reasoning
• Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model
• Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding