Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents

Tong Zhao, Reed Li, Yuyang Hu +5

Adapting large language model agents during deployment requires not only retaining past experience, but also turning new observations into timely guidance. Many test-time learning…