Cross-Group Policy Update

TextualRL framework boosts LLM agent accuracy by 24% on GPT-5.5

Researchers have developed TextualRL, a novel reinforcement learning framework designed to enhance LLM agents' ability to adapt through context updates. This method treats groups of rollouts from the same task as the un…