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Posts tagged artificial intelligence
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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Accessible computer games developed to train artificial intelligence

"Many computer games are expensive and require a lot of data and power. We need games that require little computing power to train algorithms in industrial environments," says Per-Arne Andersen, assistant professor at the University of Agder's Department of ICT. He recently earned his PhD with a thesis on how artificial intelligence in computer games can function well even if there is not much computing power.

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Mind MuZero AI can master games without knowing the rules

The most powerful AIs today still rely on having certain known rules, like rules for a game of chess or Go. Human learning is often messy in inferential, learning the rules of life as we go. DeepMind has long been trying to create such AIs using games as their environment and test suite. Google's sister company focusing on AI research has just revealed its latest achievement in MuZero, an AI that can master a game without learning the rules beforehand.

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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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