Victor Paléologue · @palaio
53 followers · 155 posts · Server fediscience.org
"Liquid" #neuralnetworks can keep on #machinelearning while embedded in drones to account for unexpected environment, events or noise and improve the commands: https://robohub.org/drones-navigate-unseen-environments-with-liquid-neural-networks/
It reminds me of a fantasy I had when I was a student in #controlengineering: we could design an PID to tune itself to look for better responses and change parameters in face of instabilities.
#controlengineering #machinelearning #neuralnetworks
Rαhul Bhαdαni · @rahulbhadani
59 followers · 96 posts · Server mastodon.worldDynamic Programming is one way to arrive at the solution of the Markov Decision Process or MDP used in Reinforcement Learning (RL) problems.
In the third article on the Foundational RL series, I discuss dynamic programming and briefly talk about Approximate Dynamic Programming.
https://towardsdatascience.com/foundational-rl-dynamic-programming-28f96f6fb40e
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #autonomousdriving #robotics #dynamicprogramming
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #autonomousdriving #robotics #dynamicprogramming
Rαhul Bhαdαni · @rahulbhadani
77 followers · 99 posts · Server mastodon.worldDynamic Programming is one way to arrive at the solution of the Markov Decision Process or MDP used in Reinforcement Learning (RL) problems.
In the third article on the Foundational RL series, I discuss dynamic programming and briefly talk about Approximate Dynamic Programming.
https://towardsdatascience.com/foundational-rl-dynamic-programming-28f96f6fb40e
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #autonomousdriving #robotics #dynamicprogramming
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #autonomousdriving #robotics #dynamicprogramming
Rαhul Bhαdαni · @rahulbhadani
28 followers · 86 posts · Server mastodon.worldIf you are looking to get started with Reinforcement Learning (RL), do check out these two articles:
2. https://towardsdatascience.com/foundational-rl-solving-markov-decision-process-d90b7e134c0b
I explain the concept of RL using an example from autonomous driving control.
#reinforcementlearning #learning #machinelearning #datascience #controlsystems #controlengineering #autonomousdriving #autonomousvehicles #ml #ai #python
#reinforcementlearning #learning #machinelearning #datascience #controlsystems #controlengineering #autonomousdriving #AutonomousVehicles #ml #ai #python
Rαhul Bhαdαni · @rahulbhadani
77 followers · 99 posts · Server mastodon.worldIf you are looking to get started with Reinforcement Learning (RL), do check out these two articles:
2. https://towardsdatascience.com/foundational-rl-solving-markov-decision-process-d90b7e134c0b
I explain the concept of RL using an example from autonomous driving control.
#reinforcementlearning #learning #machinelearning #datascience #controlsystems #controlengineering #autonomousdriving #autonomousvehicles #ml #ai #python
#reinforcementlearning #learning #machinelearning #datascience #controlsystems #controlengineering #autonomousdriving #AutonomousVehicles #ml #ai #python
Rαhul Bhαdαni · @rahulbhadani
26 followers · 85 posts · Server mastodon.worldDid you know that Bellman Equation is also called the Hamilton-Jacobi equation in control theory or control engineering?
Check out my recent article on Bellman Equation for Reinforcement Learning in the context of the Markov Decision Process.
https://towardsdatascience.com/foundational-rl-solving-markov-decision-process-d90b7e134c0b
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #artificialintelligence #python #autonomousdriving #autonomousvehicles #robotics
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #artificialintelligence #python #autonomousdriving #AutonomousVehicles #robotics
Rαhul Bhαdαni · @rahulbhadani
77 followers · 99 posts · Server mastodon.worldDid you know that Bellman Equation is also called the Hamilton-Jacobi equation in control theory or control engineering?
Check out my recent article on Bellman Equation for Reinforcement Learning in the context of the Markov Decision Process.
https://towardsdatascience.com/foundational-rl-solving-markov-decision-process-d90b7e134c0b
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #artificialintelligence #python #autonomousdriving #autonomousvehicles #robotics
#controlsystems #controltheory #controlengineering #engineering #learning #rl #reinforcementlearning #datascience #machinelearning #ml #ai #artificialintelligence #python #autonomousdriving #AutonomousVehicles #robotics
Rαhul Bhαdαni · @rahulbhadani
5 followers · 42 posts · Server mastodon.world
Machine Learning Reading groups and possible public live seminar (see below). If you know of any such publicly available seminar that can be joined remotely, please comment with a link below.
#machinelearning #deeplearning #controlmeetslearning #rl #reinforcementlearning #controlsystems #controlengineering #outreach #ai #seminar
#machinelearning #deeplearning #controlmeetslearning #rl #reinforcementlearning #controlsystems #controlengineering #outreach #ai #seminar