Language Breakdown
Lines of code distribution across 63 owned repositories
Generalist Developer
G-shapedVersatile across many languages and paradigms
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63
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Here, we post the codes that implement the Model Predictive Controller (MPC) for linear systems.
This repository contains C++ files that explain how to implement the Model Predictive Control (MPC) algorithm for linear systems in C++ by using the Eigen C++ matrix library.
This project deals with learning to reproduce the input-output behavior of state-space models using recurrent neural networks and the Keras machine learning toolbox.
We implemented a solution of the Linear Quadratic Regulator (LQR) Optimal Control problem in C++. We use the Newton method to solve the Riccati equation and to compute the solution.
These code files implement the deep Q learning network algorithm from scratch by using Python, TensorFlow, and OpenAI Gym. The codes are tested in the OpenAI Gym Cart Pole (v1) environment.
This is a disciplined Python implementation of the Recursive Least Squares Method
In this repository, we post Robot Operating System (ROS) and Python code that implement real-time robot motion tracking using dead reckoning and visualization in real-time in RViz.
This project deals with system identification and machine learning of large-scale deformable mirrors used in adaptive optics. I have submitted two papers that deal with this important problem. The approaches can be generalized two other problems of estimating large-scale system with the dynamics described by partial differential equations.
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