Rajesh-Siraskar
Interests: Machine Learning, Reinforcement Learning in practice - mainly for Control Systems and Predictive Maintenance
Pinned Repositories
Computer-Vision
Use of Computer Vision for pedestrian detection - use of HoG and Perspective Method
Custom_Environment_building_for_RL_PdM
Digital_Signal_Processing_and_Deep_Learning
DSP + deep-learning. ML and DL for digital audio signals. Creating features in time-domain and frequency-domain.
EdgeAI-uTensor_Embedded_RTOS_for_ARM_processors
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.
empirical_study
LaTex project - for article on empirical studies conducted using REINFORCE for predictive maintenance
Empirical_Study_REINFORCE
An empirical study of the naive REINFORCE RL algorithm for predictive maintenance.
Malfunctioning_Machine_Identification
Detect machine abnormality using the audio signals.
REINFORCE_for_Predictive_Maintenance
Application of REINFORCE algorithm to create a predictive maintenance policy
Reinforcement-Learning-for-Control-of-Valves
This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink
RL_VC_CodeOcean
Repo for CodeOcean for computational reproducibility
Rajesh-Siraskar's Repositories
Rajesh-Siraskar/Reinforcement-Learning-for-Control-of-Valves
This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink
Rajesh-Siraskar/Digital_Signal_Processing_and_Deep_Learning
DSP + deep-learning. ML and DL for digital audio signals. Creating features in time-domain and frequency-domain.
Rajesh-Siraskar/EdgeAI-uTensor_Embedded_RTOS_for_ARM_processors
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.
Rajesh-Siraskar/Custom_Environment_building_for_RL_PdM
Rajesh-Siraskar/RL_VC_CodeOcean
Repo for CodeOcean for computational reproducibility
Rajesh-Siraskar/Computer-Vision
Use of Computer Vision for pedestrian detection - use of HoG and Perspective Method
Rajesh-Siraskar/empirical_study
LaTex project - for article on empirical studies conducted using REINFORCE for predictive maintenance
Rajesh-Siraskar/Empirical_Study_REINFORCE
An empirical study of the naive REINFORCE RL algorithm for predictive maintenance.
Rajesh-Siraskar/Malfunctioning_Machine_Identification
Detect machine abnormality using the audio signals.
Rajesh-Siraskar/REINFORCE_for_Predictive_Maintenance
Application of REINFORCE algorithm to create a predictive maintenance policy
Rajesh-Siraskar/RL_for_PdM_POC
RL for Predictive Maintenance
Rajesh-Siraskar/Calculus_and_Numerical_Methods
Rajesh-Siraskar/Reinforcement_Learning_Basics
Rajesh-Siraskar/Learning_Area