Artifacts using learnlib-util version 0.17.0
Support classes for easily writing integration test cases for learning algorithms
Last Release on Nov 15, 2023
A collection of membership oracles
Last Release on Nov 15, 2023
A collection of equivalence oracles
Last Release on Nov 15, 2023
Support classes for easily writing unit tests for various components of LearnLib
Last Release on Nov 15, 2023
This artifact provides the implementation of the L* learning algorithm described in the paper "Learning Regular
Sets from Queries and Counterexamples" (https://doi.org/10.1016/0890-5401(87)90052-6) by Dana Angluin including
variations and optimizations thereof such as the versions based on "On the Learnability of Infinitary Regular
Sets" (https://dx.doi.org/10.1006/inco.1995.1070) by Oded Maler and Amir Pnueli or "Inference of finite automata
using homing sequences" ...
Last Release on Nov 15, 2023
This artifact provides the implementation of the learning algorithm described in the book "An Introduction to
Computational Learning Theory" by Michael Kearns and Umesh Vazirani.
Last Release on Nov 15, 2023
This artifact provides the implementation of the Observation-Pack learning algorithm as described in the PhD
thesis "Active learning of interface programs" (http://dx.doi.org/10.17877/DE290R-4817) by Falk Howar.
Last Release on Nov 15, 2023
This artifact provides the implementation of the TTT algorithm as described in the paper "The TTT Algorithm: A
Redundancy-Free Approach to Active Automata Learning" (https://doi.org/10.1007/978-3-319-11164-3_26) by Malte
Isberner, Falk Howar, and Bernhard Steffen.
Last Release on Nov 15, 2023
An artifact that aggregates all other artifacts of LearnLib to produce an Uber-JAR that can be used in
non-maven environments. Likewise, this single artifact may be used in maven-aware environments to declare a
dependency on all LearnLib artifacts.
Last Release on Nov 15, 2023
This artifact provides the implementation of the VPA adaption of the Observation-Pack learning algorithm as
discussed in the PhD thesis "Foundations of Active Automata Learning: An Algorithmic Perspective"
(https://dx.doi.org/10.17877/DE290R-16359) by Malte Isberner.
Last Release on Nov 15, 2023