Abebe S.Reinforcement learning vs Model predictive controlReinforcement learning (RL) and model predictive control (MPC) are powerful techniques for optimizing control systems. Both methods have…Jan 6Jan 6
Abebe S.Introduction to MPC with Formal Guarantees: What it is and How it Works?MPC with formal guarantees, you have a “guarantees co-pilot” by your side that can handle any situation that arises during the ride.Apr 12, 2023Apr 12, 2023
Abebe S.Introduction to Machine Learning Based Model Predictive ControlModel Predictive Control (MPC) is a popular technique in control engineering for controlling complicated systems. As real-world systems are…Mar 13, 2023Mar 13, 2023
Abebe S.A Comparison of Model-Based MPC and Machine Learning MPCModel Predictive Control (MPC) is a widely used control strategy that has been employed in many fields, including process control…Feb 10, 2023Feb 10, 2023
Abebe S.Exploring the Power of NARX Networks for Time Series Prediction in MATLABTime series prediction is a crucial task in various fields such as finance, economics, and engineering. Accurately predicting future values…Jan 18, 2023Jan 18, 2023