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AI Mastered Realistic Racing Game
DukeRem16 agosto 2023
Gran Turismo #Sophy is an #AI #agent created by #Sony AI that mastered the realistic racing game #GranTurismo using revolutionary #reinforcementlearning techniques.
A new artificial intelligence agent named Gran Turismo Sophy has mastered the highly realistic racing video game Gran Turismo Sport, as announced in a recent collaboration between Sony AI, Polyphony Digital, and Sony Interactive Entertainment. Sophy was featured on the cover of the prestigious scientific journal Nature for its groundbreaking deep reinforcement learning techniques, which allowed it to achieve superhuman driving skills.
Sophy is the product of a unique three-way partnership between the AI research division of Sony, the creators of the Gran Turismo franchise, and the company behind the PlayStation console. By combining cutting-edge AI with the ultra-realistic simulation environment of Gran Turismo, researchers were able to train Sophy through deep reinforcement learning to master the game.
The Nature paper details how Sophy was trained on a massive cloud-based platform to race like a pro driver. It learned advanced skills like slipstreaming, raceline optimization, and strategic blocking of opponents. Sophy's skills were put to the test in two live events in Tokyo and Salzburg called Race Together, where it raced head-to-head against top Gran Turismo esports drivers. The exhibition races demonstrated how AI can push human drivers and create engaging new gaming experiences.
Gran Turismo Sophy represents an important milestone in AI's ability to master complex, visually-rich environments. The collaborative research effort expands the horizon of possibilities for AI in gaming and simulation-based learning. As outlined on the project website, the breakthrough could lead to real-world applications in areas like autonomous driving and robotics.
Click here for the official site.
Highlights:
- - Gran Turismo Sophy is an AI agent that mastered the realistic racing game Gran Turismo Sport.
- - It was created through a collaboration between Sony AI, Polyphony Digital, and Sony Interactive Entertainment.
- - Sophy used cutting-edge deep reinforcement learning techniques to achieve superhuman driving skills.
- - It raced against top Gran Turismo esports drivers in live showcase events.
- - The breakthrough was featured on the cover of the scientific journal Nature.
