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AutoPentest-DRL

AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning

BLG223E-2021

code_snippets

TicTacToe-Learner-ReinforcementLearning

A TicTacToe AI (Reinforcement Learning) player agent that learns to play 'O' player in the game from the user agent who plays 'X' agent. Also another program is added: In this program 'X' player is also a AI agent and both AI's learns from each other, so we can use their knowledge in our first program and test them.

Q-Learning-Theory-with-an-Expamle-for-Beginners

Basic Reinforcement Learning (RL) Theory with a Solution of a Simplified GridWorld Problem Using Q-Learning

Rainbow

Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.