Schema: Discovering Unknown Environments via Agentic Program Induction
Learning to complete tasks in unfamiliar environments with unknown rules remains a key challenge for LLM agents. Current LLM agents often record their discoveries in prose, which may not provide a compact, explicit account of how the environment works. Inspired by how scientists organize observations into testable, pre...
Guan-Ning Zeng, Jia-Ni Wang, Wenjie Ma et al.
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