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Giovannibriglia/README.md

Welcome Banner


👨:  About Me


🛠  Tech Stack

  • 👾 Python C++ Rapid
  • 💡   Jupiter PyTorch Tensorflow Keras
  • ⚙️   Git GitHub Markdown
  • 💻   Windows Linux

📝 Recent Projects

Causal Reinfocement Learning in Gymnasium Environments:

In progress for AAAI .
Libraries Utilized: Gymnasium, Stable-Baselines3, Torch, CausalNex, Numpy, Matplotlib

Improving Reinforcement Learning Exploration with Causal Models of Core Environment Dynamics :

Submitted to ECAI .
Libraries Utilized: Gymnasium, Pandas, CausalNex, Torch, Numpy, Matplotlib

Bearing Fault Detection and Recognition from Supply Currents with Decision Trees :

https://ieeexplore.ieee.org/abstract/document/10376052 .
Libraries Utilized: Scikit-Learn, Pandas, Hyperopt, Numpy, Matplotlib, Scipy

Cross Load Generalization of Bearing Fault Recognition with Decision Trees:

https://ieeexplore.ieee.org/abstract/document/10381353 .
Libraries Utilized: Scikit-Learn, Pandas, Hyperopt, Numpy, Matplotlib, Scipy

🤝🏻  Connect with Me


LinkedIn  GoogleScholar  Gmail 


Popular repositories

  1. AgentGroup_CausalRL AgentGroup_CausalRL Public

    Repository for our paper: "Improving Reinforcement Learning Exploration with Causal Models of Core Environment Dynamics". (submitted to ECAI 2024)

    Python 1 1

  2. Giovannibriglia Giovannibriglia Public

    Config files for my GitHub profile.

  3. myYoloV5 myYoloV5 Public

    Jupyter Notebook

  4. MasterThesis_CausalQL MasterThesis_CausalQL Public

    Python

  5. Bearing-fault-detection-and-recognition-from-supply-currents-with-decision-trees Bearing-fault-detection-and-recognition-from-supply-currents-with-decision-trees Public

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  6. Cross-Load-Generalization-of-Bearing-Fault-Recognition-with-Decision-Trees Cross-Load-Generalization-of-Bearing-Fault-Recognition-with-Decision-Trees Public

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