DeepMind and Google have released a prototype artificial intelligence football manager in collaboration with Premier League club Liverpool.
This shows how AI technology could change how sports teams make strategic decisions using AI inference.
The new development is a big step towards using AI to improve performance and get an edge in professional sports.
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Unveiling new AI football coach ‘TacticAI ‘
TacticAI, an AI football tactician, optimises player positioning during corner kicks, a critical part of the game with high goal-scoring potential. Human experts liked the prototype’s recommended modifications, proving AI-driven techniques work in real life.
DeepMind’s move into sports analytics builds on its success in handling challenging games like Go. This shows how AI algorithms can be used in various situations.
TacticAI helps us understand how to place players and make tactical changes using geometric deep learning to look at data from thousands of corner kicks in the English Premier League.
Right now, The main focus is on set pieces like corner kicks, but the long-term goal is to make AI useful in open-play situations that are more fluid and hard to predict.
Researchers at DeepMind are aware of the problems that come up because football is constantly changing, but they are still hopeful about AI’s ability to change how intelligent decisions are made in the sport.
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DeepMind-Liverpool Synergy: Expanding AI Use
The three-year partnership between DeepMind and Liverpool covers many areas of AI use, such as predicting penalty goals and player movements. Utilising massive datasets and cutting-edge AI algorithms, TacticAI is a huge step forward in sports analytics, providing leaders and teams with priceless information to improve their pitch performance.
The achievement of projects like TacticAI shows how essential data analytics and AI are becoming in managing sports teams and improving performance. AI-driven solutions have the potential to change the way coaches teach and improve player performance in a wide range of sports as technology continues to improve.