A Quick Guide to DQN

I’m sure you’ve seen a clip of a reinforcement algorithm playing a game before? Something like this one from Google Deep Mind of a DQN playing the Atari game - Breakout:

Amazing!

But how does it actually work? What the heck is a DQN? When would this actually be used in real life? So sit down and prepare to have your DQN questions answered and maybe look at just a few more games being played by an AI.

What is a DQN

A DQN is a subset of reinforcement learning. DQNs are simpler than regular reinforcement learning, making it a lot more practical for…


GANs for People in a Hurry

“Generative adverisal networks is the most interesting idea in the last ten years in machine learning”

Yann LeCun, Facebook AI research director.

GANs are an awesome and relativity new idea in machine learning (ML). In this article, I will explain what GANs are, types of GANs and their benefits, show some companies doing amazing things with GANs and I’ll explain how to make one yourself.

What’s a GAN?

So what are these magical algorithms? GANs (Generative Adverisal Networks) are usually two CNNs(Convolutional Neural Network) and are made up of a generator and a discriminator which are adversaries. The easiest way to explain this…


So what am I talking about A BUG that can what? Am I going crazy? No, I don’t think so. Bugs are usually related to stinky, disgusting things like garbage. So how can they make our world cleaner? Well, it’s actually only one bug. Clanger cicada's natural physical structure can destroy bacteria. Well, it’s wings.

A Cicada on a piece of wood

So How Does the Wings Kill Bacteria?

The clanger cicada wings kill bacteria using physical properties instead of the usual chemical properties we use to kill bacteria. The wings of the cicada have tiny 200 nanometres (a nanometre is one billion times smaller than a meter) tall nanopillars (nanopillars are tiny cones)…


A guide on how AI is and will continue to revolutionize the space industry

Index

Current Uses

Cobots

Space Exploration

Asteroid Detection

Satellites-The Data Crunch

Manufacturing

Predicting Hurricanes

Debris Problem

Habitat Building

Potential uses

Satellites

Reducing Battery Usage

More Potential Uses For AI In Space

Key Takeaways

When you think of AI in space, you probably think of one of these characters.

C-3PO and R2-D2 from Star Wars Credit: starwars.fandom.com

Before modern computers were even made, science fiction was planting ideas in our brains of AI in space. Unfortunately, the AI we have in space isn’t that cool. Although we do need AI in space because space is a challenging place. Some tasks require extreme precision that humans aren’t capable of achieving.

Satellites…


No, this is not a new vacuum but it could power 31,500,000,000,000,000,000,000,000,000 vacuums per second at only 25% efficiency or what energy would be needed to become a Type II civilization on the kardashev scale or about one million years of electricity for our current usage and all that electricity would be green! A Dyson sphere is a solid spherical hypothetical megastructure that can harness almost all the power output from a star by encompassing a star with solar panels or mirrors and it is necessary if we ever want to become an interstellar species. It is so necessary that…


Firstly, I will be using the Fico score method of calculating credit scores; which is what most lenders will use to calculate your credit score. Also, anyone looking to get a credit card should do more research and compare multiple credit cards from different banks to get the best outcome for your personalized credit card needs.

Credit cards can save you money! But how? I’m glad you asked. Lenders run your credit score to determine how good you are at paying back money and what interest rate they will give you for loans. The higher the credit score you have…

Thomas Lawrence

I’m a curious 16 year old. I’m interested in space, AI and many other things.

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