ICRL: Learning to Internalize Self-Critique with Reinforcement Learning

Jianbo Lin, Xiaomin Yu, Yi Xin +7

Large language model-based agents make mistakes, yet critique can often guide the same model toward correct behavior. However, when critique is removed, the model may fail again on…