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Learning Stochastic Systems

Edi Muškardin edited this page May 19, 2021 · 12 revisions

Wiki page still in construction. On high level, learning procedure is the same as for deterministic and non-deterministic systems.

  • Implement a SUL interface. With it learning algorithm will query the system.
  • Choose an Eq. Oracle
  • Setup the learning algorithm

Learning has no knowledge about SUL's structure (black-box). It only queries the SUL.

For more details, please refer to: https://des-lab.github.io/AALpy/documentation/aalpy/learning_algs/stochastic/StochasticLStar.html

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