Skip to main content

Sphero Indi Is a Tiny Robotic Car That Helps Children Learn Programming

Post a Comment

Nvidia's New AI Recreated "Pac-Man" from Scratch


Nvidia's New AI Recreated "Pac-Man" from Scratch

By Techtonic group

We have witnessed the evolution of artificial intelligence (AI) over the past few years. Now, it can guide the military on the battlefield, write songs, and even control an entire ship. However, this is certainly not the end of the possibilities that AI opens up. Nvidia has now proved that an AI can create a game just by watching gameplays of it.

The Santa-Clara based GPU company recently recreated the popular retro-classic arcade game "Pac-Man", to celebrate the 40th anniversary of the game, using an AI model. The company's research team led by researcher Seung-Wook Kim took their own powerful new AI model, named GameGAN to create a fully functional copy of Pac-Man that can run without an underlying game engine.

The GameGAN is a first-of-its-kind neural network that can mimic a computer game by securing, what are called, generative adversarial networks a.k.a., GANs. It consists of two opposing neural networks, a generator and a discriminator. These help the AI to create a copy of any video game by watching the environment, elements, and characters of the game.

This is why the Nvidia researchers made the AI watch 50,000 episodes of Pac-Man gameplays. The researchers took the gameplays directly from the research division of Bandai Namco Entertainment, the original publisher of the game.

“This is the first research to emulate a game engine using GAN-based neural networks. We wanted to see whether the AI could learn the rules of an environment just by looking at the screenplay of an agent moving through the game. And it did.”, said Kim.

Now, the AI works by responding to the actions of an artificial agent which is playing a GAN-generated game. This enables the AI to create new frames of the game environment in real-time. Moreover, the GameGAN can also create new levels or versions of an existing game with multiple levels.

According to Nvidia, this capability of the GameGAN could be used by game developers to generate layouts for new game levels. Additionally, AI researchers can also put the GameGAN to use in developing training simulator systems for autonomous vehicles.

If you are an interested AI enthusiast, you can check out the research project for in-depth knowledge of the GameGAN. Also, According to Nvidia, the research team will be putting the AI network to their AI Playground. This is where anyone can experience the demos of their research.

Labels:

Comments

Post a Comment

Popular posts from this blog

Here is the First-Ever Video That Was Posted on YouTube

Here is the First-Ever Video That Was Posted on YouTube By Techtonic group Fifteen years ago, on Valentines' Day of 2005, the domain name "www.youtube.com" went live. The following months saw developments of the website and the first-ever video on the platform was posted on April 23, 2005. The YouTuber who shared the video was none other than one of the founding members, Jawed Karim. The YouTube that we know now is a massive video streaming platform with innumerable audience members. However,  it is fascinating to see from where the platform started its journey . So, in this article, I want to talk about the very first video that was uploaded on the platform, and surprisingly, it still exists. So, the 240p, grainy video, titled "Me at the zoo", shows a 25-year-old Jawed Karim, one of the founders of YouTube, standing in front of a group of elephants at the San Diego Zoo.  The 18-second video went live on April 23, 2005, and it is still there with ove...
Post a Comment
Read more

Instagram Parteners with Swiggy, Zomato to Let Resturant Add 'Food Order' Stickers in Stories

Instagram Parteners with Swiggy, Zomato to Let Resturant Add 'Food Order' Stickers in Stories By Techtonic group Instagram recently gave users the option to promote small (and local) businesses by placing a sticker in their Stories. Now, the company has partnered with two of India's renowned food delivery apps -  Swiggy and Zomato  - to bring a similar feature to the restaurant owners. It has debuted a new  'Food Order' sticker  that restaurants can include in their Stories to drive sales. The Coronavirus-led lockdown saw almost all restaurants and eateries shut shop for several days. And even when they opened, netizens have been wary to eat outside or order in due to hygiene concerns. Well, as restaurants open up in line with the WHO safety guidelines, they can now head to Instagram to find a new 'Food Orders' sticker in the Stories section. This new sticker is interactive and will  enable users to place food orders  simply by tapping on the sa...
Post a Comment
Read more

Sphero Indi Is a Tiny Robotic Car That Helps Children Learn Programming

Robotic toys for learning are becoming more common in the market as kids turn more towards STEM learning. As a result, we’ve seen several modular and advanced robotic toys that are designed to help children learn the basic concepts of programming and problem-solving. And the Sphero indi is not that different. The Sphero indi Developed by renowned robotic-toy maker Sphero, the indi is essentially a toy car that helps children learn about the core concepts of problem-solving and logical thinking. The learning set comes with the indi, which the tiny robotic car, and a bunch of color-coded silicone-based tiles, designed to give the indi specific instructions. For instance, a green tile tells the car to move faster, a pink tile tells it to turn left, a yellow one instructs the car to drive slowly, and a red tile stops the car. So, the car comes equipped with a color sensor to detect the color of a tile over which it is driving and respond accordingly. Hence, using the Sph...
Post a Comment
Read more