Membership and equivalence oracles using an automaton model as backend

Artifacts using LearnLib :: Simulator (11)
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Support classes for easily writing integration test cases for learning algorithms
Last Release on Aug 13, 2026
Caches to avoid posing duplicate membership queries
Last Release on Aug 13, 2026
This artifact provides the implementation of the DHC learning algorithm as described in the paper "Automata Learning with on-the-Fly Direct Hypothesis Construction" (https://doi.org/10.1007/978-3-642-34781-8_19) by Maik Merten, Falk ...
Last Release on Aug 13, 2026
Basic support for test driver creation
Last Release on Aug 13, 2026
This artifact provides the implementation of the NL* learning algorithm as described in the paper "Angluin-Style Learning of NFA" (http://ijcai.org/Proceedings/09/Papers/170.pdf) by Benedikt Bollig, Peter Habermehl, Carsten Kern, and ...
Last Release on Aug 13, 2026
Archetype which includes all LearnLib dependencies
Last Release on Aug 13, 2026
A flexible, optimized version of Dana Angluin's L* algorithm
Last Release on Jun 4, 2015
A learning algorithm, which distinguishes hypothesis states using a discrimination tree.
Last Release on Oct 12, 2020
A simple, straightforward implementation of Dana Angluin's L* algorithm
Last Release on Jun 4, 2015
Archetype for a typical LearnLib setup, including the most commonly used dependencies
Last Release on Jun 4, 2015