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deterministic finite automaton

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02:09

2026-09-10

arxiv.org

artificial-intelligence

Can LLM Agents Infer World Models? Evidence from Agentic Automata Learning

A June 15, 2026 arXiv paper introduces agentic automata learning, a testbed in which tool-calling LLM agents must uncover a hidden deterministic finite automaton (DFA) through membership and equivalen…

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arXiv 1 LLM agents 1 agentic automata learning 1

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artificial intelligence 1 large language models 1 ai agents 1 ai research 1