Meta-TTL: Meta-Learning Self-Improvement Policies for Language Agents

Zhanzhi Lou, Hui Chen, Yibo Li +2

Test-Time Learning (TTL) enables language agents to iteratively refine their performance through repeated interactions with the environment at inference time. At the core of TTL is…