Pinned

1. Reinforcement-Learning-for-Control-of-Valves Reinforcement-Learning-for-Control-of-Valves Public

   This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink

   MATLAB 58 10

2. REINFORCE_for_Predictive_Maintenance REINFORCE_for_Predictive_Maintenance Public

   Application of REINFORCE algorithm to create a predictive maintenance policy

   Jupyter Notebook 1

3. Digital_Signal_Processing_and_Deep_Learning Digital_Signal_Processing_and_Deep_Learning Public

   DSP + deep-learning. ML and DL for digital audio signals. Creating features in time-domain and frequency-domain.

   Jupyter Notebook 6 1

4. EdgeAI-uTensor_Embedded_RTOS_for_ARM_processors EdgeAI-uTensor_Embedded_RTOS_for_ARM_processors Public

   Predictive maintenance on the edge. uTensor - for building ML models for edge devices. Emedded RTOS C++ programming. Build a model on the desktop/laptop and transfer to a ST microprocessor.

   C++ 4 2

5. Empirical_Study_REINFORCE Empirical_Study_REINFORCE Public

   An empirical study of the naive REINFORCE RL algorithm for predictive maintenance.

   Jupyter Notebook 1