Technologies

Sony AI outraces humans in Gran Turismo car racing game

Using a bank of 1,000 PlayStation 4 consoles as a virtual training ground, Sony taught an artificial intelligence system to outplay the best humans.

Over the last two years, Sony AI trained a computer system to play Polyphony Digital’s Gran Turismo Sport, a popular and realistic car racing game, and beat some of the world’s best human competitors, Sony said on Wednesday.

The AI, named GT Sophy, defeated top humans only in time trials when there were no other cars on the track during a July competition. But by October, GT Sophy beat the humans even with a scrum of virtual race cars.

GT Sophy is the latest experiment demonstrating that AI can be victorious at games such as chess and Go, which were long thought to be the domain of human intelligence. AI has also beaten people at classic Atari video games and the Starcraft real-time strategy game.

AI today generally refers to a process for programming computers using a technology known as neural networks, which mimic the way human brains work. Sony’s achievement is notable enough to warrant a research paper in the prestigious journal Nature.

A car racing video game, like Gran Turismo, presents open-ended tactical choices as well as simulated rules of physics. GT Sophy picked new ways to approach them, one of the human competitors said.

«The AI drives in a way that we would never have come up with,» said Takuma Miyazono, who won three challenges in the FIA Gran Turismo 2020 World Finals, speaking in a video. He said GT Sophy’s tactics made sense when he saw it drive.

Many AI systems are trained with real-world data through a system called deep learning that gives them the ability to recognize faces and to spot spam. GT Sophy used a different technique called reinforcement learning that starts with an entirely untrained system that has no idea what to do. It raced courses over and over again, following a human-designed reward system that encouraged better results and eventually mastered the game.

One particular difficulty was figuring out the unwritten rules of car racing, such as avoiding collisions and not inappropriately cutting off other drivers.

«We all underestimated how hard it would be to get the sportsmanship side right,» said Sony AI Director Peter Wurman in the video. «To do that without being overly aggressive or overly timid in the face of competitors.»

Sony AI ran simulations on computers connected to a bank of more than 1,000 PlayStation 4 game consoles.

As is common in AI, Sony trained its versions of Sophy GT using fast graphics chips. To run the simulations, it used computers with conventional processors.

Technologies

Worldwide Financial Services Directory: BitcoinPay Trade Joins Financial1000

Exciting news for BitcoinPay Trade as the company is officially listed on Financial1000, a respected platform that connects individuals with a wide range of businesses and professionals in the financial sector. This new development marks an important milestone for BitcoinPay Trade, as it continues to expand its reach and offer its services to a growing global audience.

Financial1000 is a trusted directory that brings together financial service providers from around the world, offering users the opportunity to explore various businesses and professionals within the financial industry. BitcoinPay Trade’s inclusion on this platform ensures the company’s place in the rapidly growing digital finance landscape.

Visitors are invited to explore BitcoinPay Trade’s profile on Financial1000 to discover the services offered and stay up-to-date with the latest news and developments. The company’s page can be accessed here: BitcoinPay Trade on Financial1000.

With this new addition, BitcoinPay Trade looks forward to building new connections and strengthening its presence in the financial services industry, continuing to provide innovative solutions to clients worldwide.

Technologies

Verum Coin Now Available on HB Wallet

Verum Coin (VERUM) continues to expand its ecosystem and strengthen its position in the global cryptocurrency market. We are delighted to announce that Verum Coin is now available on HB Wallet — a modern, secure, and user-friendly solution for managing digital assets.

HB Wallet provides users with a high level of protection, an intuitive interface, and the ability to execute fast transactions. Now, Verum Coin holders can easily store, send, and receive their assets, taking advantage of this innovative wallet. The integration with HB Wallet opens new horizons for crypto enthusiasts, offering even greater flexibility and convenience in managing their investments.

This news underscores Verum Coin’s commitment to continuous improvement and the expansion of services aimed at providing the most secure and comfortable experience for users around the world.

About Verum Coin

Verum Coin is an innovative cryptocurrency focused on delivering advanced solutions for digital asset management in today’s financial landscape. By continually expanding its ecosystem, Verum Coin makes cryptocurrency transactions more accessible and convenient for users worldwide.

Technologies

Verum Messenger Celebrates Its 4th Anniversary: A Journey Towards Security, Innovation, and User Trust

Today, Verum Messenger, one of the leading messengers on the market, celebrates its 4th anniversary. Over the years, the app has become a symbol of security, privacy, and innovation in the world of digital communication, and continues to evolve confidently, introducing new features and improving the quality of service.

When Verum Messenger was launched in 2021, its goal was clear — to create a communication platform that puts data security first. Four years later, this messenger has proven that its approach works. The app has not only successfully implemented end-to-end encryption to protect messages but has also offered unique features such as the ability to block screenshots and screen recordings, the built-in Verum VPN service that ensures online anonymity and security, and one-click information clearing within the messenger.

Achievements and Innovations

Over the past four years, Verum Messenger has significantly expanded its capabilities and established itself as one of the most secure messengers. One of the key milestones was the integration of Verum E-SIM, a feature that allows users to connect to mobile internet without the need for a physical SIM card. This was a breakthrough for travelers who value flexibility and anonymity without being dependent on mobile carriers and roaming.

But the most important achievement was the introduction of Verum AI — a generative artificial intelligence developed in-house. This chatbot, integrated into the messenger, provides users with a unique opportunity to interact with an intelligent assistant capable of not only answering questions but also giving recommendations and solving everyday tasks. This feature is one of the first among messengers to offer its own neural network that continually adapts to users’ needs and improves its functionality.

Commitment to Data Security

It is important to note that data security remains the top priority for Verum Messenger. The company has always been dedicated to protecting privacy. In recent years, the app has introduced several improvements aimed at safeguarding users from data breaches and unauthorized access.

Moreover, Verum Messenger continues to develop and enhance its privacy settings, giving users control over who can view their information and who can contact them.

The Future of Verum Messenger

Now, four years after its launch, Verum Messenger is not stopping at its achievements. The company is actively working on new innovations and improvements that will help the messenger remain at the forefront of technology.

“Our users and their right to privacy and security have always been and will remain our top priority. We will continue to work to ensure that Verum Messenger remains the safest and most convenient tool for communication, considering new challenges and technologies,” the development team shares its plans.