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Machine Learning AI Has Beat Chess, but Now It’s Close to Beating Physics-Based Sports Games as Well

Hell, the most sophisticated AI systems have a very good chance against top players in the incredibly complicated game of Go. But, in the uber-complicated car-based soccer game of Rocket League, can an AI do a boosted 360 aerial bicycle kick power shot from the midline? Can it pinch a ball off the side ramp so precisely it sails into the goal at 145 km/h? No, at least not yet, but AI can apparently dribble like a madman.

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Google Develops An AI That Can Learn Both Chess And Pac-Man

An algorithm could always have perfect knowledge of the state of the game and know every possible move that both it and its opponent could make. The new system, which DeepMind is calling MuZero, is based in part on DeepMind's work with the AlphaZero AI, which taught itself to master rule-based games like chess and Go. But MuZero also adds a new twist that makes it substantially more flexible.

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