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Implementation of reinforcement learning algorithms in a cyber security simulation. Autonomous and Adaptive Systems (University of Bologna, Italy) course project.

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Implementation of reinforcement learning algorithms in a cyber security simulation

Autonomous and Adaptive Systems (University of Bologna, Italy) course project.
Based on Reference Paper.

Implementation Details

Implemented using Python 3.7.6
Main dependencies:

  • Numpy
  • Tensorflow
  • Keras

Set Up

To start the simulation, simply executepython simulation.py.

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Implementation of reinforcement learning algorithms in a cyber security simulation. Autonomous and Adaptive Systems (University of Bologna, Italy) course project.

Topics

machine-learning reinforcement-learning neural-network machine-learning-algorithms cybersecurity dqn reinforcement-learning-algorithms dqn-tensorflow cyber-security-simulation

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