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Reinforcement-Learning-by-Minimizing-Constraint-Violation
Reinforcement-Learning-by-Minimizing-Constraint-Violation PublicThis research aims to address the challenge of effectively representing logical safety constraints within the RL framework by introducing a novel violation measure, thereby enhancing the agent’s de…
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detect-of-mail-spam-using-machine-learning
detect-of-mail-spam-using-machine-learning PublicThis python code is a group project of three persons which contains an algorithm used to detect if email is spam or not with a very good precision. And we can also adapt it to any problem of binary…
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command-uses-to-control-the-trajectory-of-vehicle-on-SIMULINK
command-uses-to-control-the-trajectory-of-vehicle-on-SIMULINK PublicMATLAB
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Prediction-if-a-person-is-depressed-or-not-using-life-conditions-of-people-who-live-in-rural-zones
Prediction-if-a-person-is-depressed-or-not-using-life-conditions-of-people-who-live-in-rural-zones PublicAfter analized data of this project, we use machine learning algorithm to predict if a person is depressed or not with good precision.
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Novel-regularization-method-for-class-imbalanced-data-with-fat-tails-An-Application-for-credit-card
Novel-regularization-method-for-class-imbalanced-data-with-fat-tails-An-Application-for-credit-card PublicThis python code is an individual work and also my thesis work which contains a loss function with penalty to solve the problem of imbalanced classes and also the simple ANN to detect if a transact…
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