AI News, Nonlinear Programming FAQ artificial intelligence

Goal Stack Planning ll Pickup, Putdown,Stack,Unstack,Precondition And Actions Explained With Example


Dimensionality Reduction - The Math of Intelligence #5

Most of the datasets you'll find will have more than 3 dimensions. How are you supposed to understand visualize n-dimensional data? Enter dimensionality ...

Modern Robotics, Chapter 10.7: Nonlinear Optimization

This is a video supplement to the book "Modern Robotics: Mechanics, Planning, and Control," by Kevin Lynch and Frank Park, Cambridge University Press 2017 ...

(ML 15.1) Newton's method (for optimization) - intuition

How to Predict Stock Prices Easily - Intro to Deep Learning #7

We're going to predict the closing price of the S&P 500 using a special type of recurrent neural network called an LSTM network. I'll explain why we use ...

Parameter Optimization - Artificial Intelligence for Robotics

This video is part of an online course, Intro to Artificial Intelligence. Check out the course here:

Machine Learning Challenge #2 non-linear problem solving with artificial intelligence

For this challenge we wanted a harder machine learning challenge – a non-linear problem. Once again we're stacked up against TensorFlow from Google.

Optimization with Genetic Algorithm - A MATLAB Tutorial for beginners

In this tutorial, I will show you how to optimize a single objective function using Genetic Algorithm. We use MATLAB and show the whole process in a very easy ...

Machine learning - Unconstrained optimization

Unconstrained optimization: Gradient descent, online learning and Newton's method. Slides available at: ..

Constrained Optimization with Genetic Algorithm - A MATLAB Tutorial for Beginners

In this tutorial, I show implementation of a constrained optimization problem and optimze it using the built-in Genetic Algorithm in MATLAB. The given objective ...