BASIS: Batchwise Advantage Estimation from Single-Rollout Information Sharing for LLM Reasoning

Shijin Gong, Erhan Xu, Kai Ye +3

Reinforcement learning with verifiable rewards has become a standard recipe for improving the reasoning abilities of large language models. Existing algorithms face a tradeoff betw…