At the core of reinforcement learning is the concept that the optimal behavior or action is reinforced by a positive reward. Similar to toddlers learning how to walk who adjust actions based on the ...

By integrating RE² into both in-context learning (ICL) and supervised fine-tuning (SFT) frameworks, the researchers demonstrated significant improvements in correction accuracy compared with ...