Skip to main content

The black box model in machine learning is the thing that should make robots learn things.



The black box model in programming means that the user doesn't see the code itself. The only needed thing is functionality. The functionality is made in artificial intelligence by using the modules. The modular program is made by using pre-programmed tables or elements that will be connected to the entirety.

The learning machines can connect the tables to their entirety. And the complicated learning machine can make large entireties and sub-entireties. Things like walking to a shop can be one entirety, and that thing means that the number of skills that artificial intelligence can do expands like a fractal. 

The thing is that a learning machine can make connections between those tables like the real nervous system makes new connections between neurons. But there is a problem with that model. Machine learning requires some values that describe the tables it must choose. There is the possibility that the programmer will drive the mission of the robot first time by using the remote control. 

Then that artificial intelligence selects tables that have the best match, with the remote-controlled operations. This is one way to make a machine learn things by using modules. Making those modules requires extremely good programmers because there is needed to describe all actions that robots are doing. 

A neural model for making human-looking robots that can make things like build houses for people is making programs for robots easier. In the neural network model, every joint has a microchip that describes what the joint must do. When the main program is ordering the robot to make something the system can call those other computers for assistance. So in this model, the programmer who works with the entirety must not describe separately what every joint of the robot must do. 

That person can operate with the final solution. Programming the joints separately requires lots of work. But in that model, the programmer who wants to program how the machine must act when it works with other humans has an easier to making commands to the fingers. There is the possibility that for every finger the processor tells sub-processors that the joint that those microchips control is needed. 

So in that case the microchips are forming a hierarchic network. And those other processors can also give calculation assistance to head processors when they have free time. In that case, the microchips are forming a hierarchic entirety that connects the main network and sub-networks to one entirety. 


Image:) https://scitechdaily.com/unpacking-black-box-models-exsum-mathematical-framework-to-evaluate-explanations-of-machine-learning-models/


https://networkedinternet.blogspot.com/

Comments

Post a Comment

Popular posts from this blog

Schrödinger's cat: and the limits of that idea.

"In quantum mechanics, Schrödinger's cat is a thought experiment concerning quantum superposition". (Wikipedia, Schrödinger's cat). But the same thing can use as model for many other thought experiments.  Sooner or later, or at least in the ultimate end of the universe, the Schrödinger's cat will turn into wave movement. The information that this cat involved exists but the cat does not exist in its material form. The information doesn't ever vanish. It just turns its shape.  We are all trapped in the universe and time. The universe is the space that is entirety to us. There are no confirmed other universities. But the multiverse is a logical continuum for the expanding galactic megastructures.  The problem with natural things is this. They are black and white. They exist or do not exist. Could there be something, that exists and not exists at the same time?  Scrödinger's cat is thinking experiment about case their cat is not dead or not alive. But in this...
Post a Comment
Read more

The string theory offers a new way to calculate Pi.

"Scientists discovered a new series for pi through string theory research, echoing a 15th-century formula by Madhava. By combining Euler-Beta Functions and Feynman Diagrams, they modeled particle interactions efficiently. Credit: SciTechDaily.com" (ScitechDaily, String Theory Unravels New Pi Formula: A Quantum Leap in Mathematics) People normally think that. The pi is the ratio of the circumference circle's circumference to the circle's diameter. The Pi is a mathematical constant 3.14159..., the endless decimal number. The Pi is interesting because developers can use that decimal number to make the encryption algorithms stronger.  The idea is that the encryptions program hides the message's original ASCII numbers by multiplicating those numbers with some decimal number. Or the system can add some numbers to those ASCII numbers.  "Aninda Sinha (left) and Arnab Saha (right). Credit: Manu Y" (ScitechDaily, String Theory Unravels New Pi Formula: A Quantum Le...
Post a Comment
Read more

There are always more than three actors in the real world.

"An international research team is advancing precision timekeeping by developing a nuclear clock using thorium isotopes and innovative laser methods, potentially transforming our understanding of physical constants and dark matter. (Artist’s concept.) Credit: SciTechDaily.com" (ScitechDaily, Unveiling the Thorium Nuclear Clock and Its Time-Twisting Secrets) From Three-body problem... There are no pure three-body systems in nature. There are always more than three components in the system. For making real three-body systems we must separate those three bodies from the environment. Otherwise, there are stable effects. But nobody can predict some effects like distant supernova explosions or sun eruptions.  And one of those things that affect all bodies is time. When radioactive materials decay. That affects the stability and symmetry of the object.  Energy levels affect the existence of things like neutrons. The thorium atom clocks are next-generation tools for time measurement....
Post a Comment
Read more