To achieve this goal, the team is currently experimenting with autonomous drone racing and autonomous car racing. Our key interest is to develop autonomous machines that can navigate all by themselves using only onboard cameras and computation, without relying on external infrastructure, such as GPS or position tracking systems, nor off-board computing. Our mission is to research the fundamental challenges of robotics and computer vision that will benefit all of humanity. The research team has a specific goal in mind for all their studies: We outperform the fastest known times in a dataset of personal best lap times of over 50,000 human drivers!- Davide Scaramuzza AugExperimenting with car racingĭavide Scaramuzza is a professor of Robotics and Perception at the University of Zurich, as well as the leader of the Robotics and Perception Group. We make use of maximum-entropy deep reinforcement learning and a new reward design to train a sensorimotor policy to complete a given racetrack as fast as possible. Scaramuzza for an interview to talk about his recent project, and also discuss how esports racers can learn from the AI to improve their lap times. The AI learned how to drive a car via Reinforcement Learning on a flawless racing line and was able to outperform over 50,000 reference drivers. But in the end, it’s all about one question: Who is the fastest driver? And to be the fastest of them all, you need to drive the perfect racing line.Ī team from the University of Zurich guided by Italian Professor Doctor Davide Scaramuzza developed a Deep Learning Artificial Intelligence (AI) for Gran Turismo Sport which was able to find the perfect trajectory autonomously. Some want to have fun with it, others love the community aspect, still others prefer to challenge themselves. It’s not a professional esports driver behind the wheel – but an artificial intelligence that controls the car.ĭrivers can have many individual goals or motives to engage in racing. The racing car exits the tunnel, takes every corner perfectly and sets an absolute best time. In Gran Turismo, a gray-red painted Audi rushes across the asphalt on the Tōkyō Expressway. Photo credit: imago images / Science Photo Library A research team programmed an AI for super-human performances. In our video, he speaks about how improving one certain shifting error in corners will make your lap times significantly faster and how you can make efficient use of the telemetry analysis tool in Assetto Corsa Competizione.Everyone wants to improve their lap times. Progress will come! Get faster with better shifting and analyzing the telemetryĪpart from these tips, Jardier has a few more tips on how to get the maximum out of your practice. That is why Jardier recommends that you divide your practice sessions into shorter runs and give yourself time to relax as well. Your brain needs time to reset and to process everything you learned while practicing. Sometimes, they will spot mistakes you would never have noticed yourself.Īnother lesson Jardier learned for himself is that pushing yourself to the limit in practice isn’t helpful at all. Jardier recommends that you not only look at your replays yourself, but that you also share them with friends as getting feedback is crucial if you want to improve. That was something he could never have seen from his cockpit. But, when the friend watched his replays from another camera perspective, he noticed he was not using the full track, and therefore not driving the best possible racing line. He gives the example of a friend, who was flummoxed by his slower lap times. Instead of grinding laps on a track over and over again, he recommends watching replays of your race to get a change of perspective. In our video, Jardier explains how sometimes it can be very useful to take a step back. Improvement comes from taking a step back Our friend and simracing expert Jardier tells you how to practice as efficiently as the pros in Assetto Corsa Competizione. Well, maybe it is time to make a change to your training program. But sometimes, you just come to the point where you have the feeling that you cannot keep up with other drivers, despite all the hard work you put in. Us racers, we know there is always room for improvement. Our expert Jardier gives you game-changing tips on how to properly exercise in Assetto Corsa Competizione!
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