Google creates a smart robot that surpasses humans in the most difficult Minecraft tasks

 

Google creates a smart robot that surpasses humans in the most difficult Minecraft tasks

In the heart of one of the most prominent technology laboratories in the world, a team of scientists and researchers was working on a project that at first seemed to be inspired by science fiction films. They were in the midst of an unprecedented adventure, where they decided to use a toy Minecraft

Famous for training an artificial intelligence model that can learn complex tasks without any human help. And this model, which was Dreamer,

Not just an ordinary robot. The team's goal was not only to Dreamer

He mastered the video game, but he learned quite independently, as a human being learns.

Google's DeepMind team collaborated with the University of Toronto on this ambitious project. The idea was very simple at face value: to make the Dreamer learn the game from scratch, in a short period of time, without any human intervention or prior training data. Although it may seem impossible, Dreamer showed an amazing ability to absorb and master the game in a record time of just nine days.

The challenges of the Minecraft environment and self-learning

From the moment Dreamer started his mission, he was faced with a challenging environment. But instead of the team giving him any instructions or guidance, the Minecraft environment was designed in a special way. Every 30 minutes, the environment was changing randomly, which made it difficult for Dreamer to adapt quickly. But despite these difficulties, the Dreamer began to perform his assigned tasks, such as collecting diamonds, quickly and accurately. By the end of the experiment, he had become able to collect diamonds in less than 30 minutes, a feat equivalent to the performance of any experienced human player of the game.

Imagine the future: how does a Dreamer think

But what really made Dreamer special The secret lies in his ability to “imagine the future.” Instead of relying solely on momentary feedback, Dreamer began to build a mental model of his environment. He could simulate future scenarios in his digital mind before he took any step, so he could try different strategies and choose the most suitable among them. This ability to “fantasise” was the key to his success, which made him able to improve his performance independently and without any human intervention.

In this regard, Google researcher Daniyar Hafner says, “Imagining the future is not just limited to games. It is the core of the idea that AI technologies can improve in the real world, he said. This is quite similar to the way humans learn skills; through trial and error, Dreamer realises what is most effective and ignores the useless.

Self-learning: an unprecedented algorithm

More importantly, Dreamer was the first AI model that could complete such a complex task as collecting diamonds in Minecraft from scratch, without any prior training or human data. In the team's report, it was announced that this algorithm is the first of its kind that allows artificial intelligence to learn tasks completely autonomously. This algorithm was not only an improvement within the gaming world but also opened the way to unprecedented applications in other areas such as robotics, intelligent systems, and even healthcare.

Future prospects: how can this technology change the world

Although Dreamer has been trained in Minecraft, the technology that has been developed is not limited to games only. What Dreamer has learned about how to interact with and adapt to his environment can have practical applications in many other areas. From the manufacture of intelligent robots that intelligently interact with their surroundings to applications in the field of intelligent transportation and healthcare. The ability to” imagine the future " is what could fundamentally change the way artificial intelligence works in the real world.

Daniyar Hafner also concluded, "The ability to imagine the future is not just an advantage in games. It is a foundation that can lead to the development of more intelligent and efficient technologies in everyday life, he said. This means that Dreamer is not just a great technical experience in a video game but a model of a technological revolution that may change the course of life as we know it.

Artificial intelligence in hands capable of changing the world

What happened with Dreamer is just the beginning of what we can see in the future. With the advancement of artificial intelligence, we are witnessing developments that make robots able to learn and adapt independently. Whether in games or in real life, Dreamer's ability to “imagine the future” could be the beginning of a new era of intelligent human-machine interaction, in which robots begin to make decisions on their own, optimising their tasks according to the needs of the environment in which they operate.

Artificial intelligence, today, is no longer just a tool used for limited tasks. He becomes a partner in thinking and learning and, over time, may open up new horizons for us that we could not have imagined before.