TextualRL: Textual Reinforcement Learning for Context Management

Tianyu Huai, Jie Zhou, Bo Mao +3

LLM agents can adapt to task feedback by revising the textual context that guides their behavior, without changing their model parameters. However, turning execution rewards into r…