Rajesh Siraskar's repositories
Reinforcement-Learning-for-Control-of-Valves
This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink
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.
RL_VC_CodeOcean
Repo for CodeOcean for computational reproducibility
Computer-Vision
Use of Computer Vision for pedestrian detection - use of HoG and Perspective Method
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
RL_for_PdM_POC
RL for Predictive Maintenance