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cs.FL2025★ 1 cited
Automata Learning -- Expect Delays!
Gabriel Dengler, Sven Apel, Holger Hermanns
This paper studies active automata learning (AAL) in the presence of stochastic delays. We consider Mealy machines that have stochastic delays associated with each transition and e…
cs.CL2025
Pragmatic Reasoning improves LLM Code Generation
Zhuchen Cao, Sven Apel, Adish Singla +1
Pragmatic reasoning helps interlocutors infer intended meaning from ambiguous or underspecified messages by considering shared context and counterfactual alternatives. Similar chal…