AI vs AI Playing Soccer!
https://brilliant.org/AIWarehouse/
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In this video two AI Warehouse agents named Albert and Kai learn to play Soccer against each other. The AI were trained using Deep Reinforcement Learning, a method of Machine Learning which involves rewarding the agent for doing something correctly, and punishing it for doing anything incorrectly. Albert and Kai's actions are controlled by Neural Networks that are updated after each attempt in order to try to give Albert and Kai more rewards and less punishments over time

Thank you for watching :D

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Szymon Omieciński

HTMX

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Two AI agents named Albert and Kai learn to play soccer through reinforcement learning, starting with basic 1v1 matches and progressing to complex 11v11 team play. The training uses curriculum learning, beginning with large nets and simple rules before advancing to more challenging scenarios. Albert consistently outperforms Kai throughout the training process, eventually winning the competition. The experiment demonstrates how AI can learn complex behaviors through trial and error, including team coordination, defensive strategies, and even exploiting game physics bugs.

AI Learns to Play Soccer (and breaks physics)