Long Live The Balance: Information Bottleneck Driven Tree-based Policy Optimization

Hao Jiang, Shurui Li, Tianpeng Bu +7

Recent advances in online reinforcement learning (RL) for large language models (LLMs) have demonstrated promising performance in complex reasoning tasks. However, they often exhib…