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@DES-Lab

TU Graz - SAL Dependable Embedded Systems Lab (DES Lab)

In the DES Lab we conduct fundamental research in order to ensure the dependability of computer-based systems.

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  1. AALpy AALpy Public

    An Automata Learning Library Written in Python

    Python 167 26

  2. Learning-Based-Fuzzing Learning-Based-Fuzzing Public

    Using automata learning to mine models used for fuzzing of statefull systems

    Java 24 1

  3. Extracting-FSM-From-RNNs Extracting-FSM-From-RNNs Public

    Black-box extraction of Finite-State Machines from RNNs.

    Python 18 1

  4. Automata-Learning-Based-Diagnosis Automata-Learning-Based-Diagnosis Public

    Enabling Model-Based Diagnosis and Failure Model Generation with Active Automata Learning

    Python 7

  5. Automata-Learning-meets-Shielding Automata-Learning-meets-Shielding Public

    Shielding RL agent based on model learned by automata learning

    Python 3 1

  6. Learning-Environment-Models-with-Continuous-Stochastic-Dynamics Learning-Environment-Models-with-Continuous-Stochastic-Dynamics Public

    Code recquired to reproduce all experiments in "Learning Environment Models with Continuous Stochastic Dynamics - with an Application to Deep RL Testing"

    Python 1

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