TR-ICRL: Test-Time Rethinking for In-Context Reinforcement Learning

Wenxuan Jiang, Yuxin Zuo, Zijian Zhang +8

In-Context Reinforcement Learning (ICRL) enables Large Language Models (LLMs) to learn online from external rewards directly within the context window. However, a central challenge…