Google DeepMind has developed a groundbreaking application of AI-powered reinforcement learning, teaching bipedal robots to play a 1v1 soccer game with agility and skill. This research, recently published in Science Robotics, showcases the robots' ability to perform complex soccer maneuvers without human intervention, demonstrating agile and reactive movements akin to a soccer player, with no shin guards needed. The project highlights the potential of reinforcement learning in robotics, suggesting future advancements could incorporate even larger multimodal models. This achievement not only advances the field of artificial intelligence but also opens new possibilities for the application of AI in physical activities and sports.
Advancements in AI Robotics: Tiny Robots Master Soccer Through Machine Learning #AI #artificialintelligence #DeepMind #Googles #llm #machinelearning #physicalrobots #Robotics #Robots #Simulations #soccerskills https://t.co/QKB53ssMK9 https://t.co/zYXNzLF3bI
New research from @GoogleDeepMind brings together soccer and robotics. Using reinforcement learning, robots display agile and reactive movements similar to a soccer player, no shin guards needed:) https://t.co/K0WgdiIL10
Tiny AI-trained robots demonstrate remarkable #soccer skills @SciRobotics https://t.co/v1yy5Ofw81
No better word than 'excitement' ๐๐๐คโฝ Our robot soccer work has finally been published in @SciRobotics! @GoogleDeepMind RL for controller design is an extremely capable and flexible approach (eg incorporate large multimodal models in the future)! https://t.co/EFiOmjGGsS
Google DeepMind used reinforcement learning to teach a bipedal robot agile soccer skills for a 1v1 game. 1/4 ๐งต https://t.co/cPW1WDkuPM
Watch two tiny, AI-powered robots play soccer #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #NeuroMorphic #Robotics https://t.co/2K8XIIrsZe