Archives for Atari

25 Feb

Mastering Atari with Discrete World Models: DreamerV2

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image-20322

In alliance with Deep Mind and the University of Toronto, Google has released DreamerV2, the very first Reinforcement Learning agent that achieves human-level Atari performance. The paper was released under this name: Mastering Atari with Discrete World Models by Danijar Hafner, Timothy Lillicrap, Mohammad Norouzi, Jimmy Ba. Reinforcement Learning methods have made quite a progress…

The post Mastering Atari with Discrete World Models: DreamerV2 appeared first on Analytics India Magazine.

28 Dec

This New AI Algorithm Can Master Games Without Being Told The Rules

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image-18864

Two years after DeepMind introduced AlphaZero, an AI-based program that could challenge humans at the game of chess, the researchers have demonstrated MuZero. The researchers at DeepMind describe it to be a significant step towards formulating general-purpose algorithms. While its predecessor, AlphaZero could learn games such as Go, chess, and shogi from scratch, MuZero can…

The post This New AI Algorithm Can Master Games Without Being Told The Rules appeared first on Analytics India Magazine.