Topic: Atari

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This page shows the most relevant public items for Atari, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.

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  1. Agent57: Outperforming the Atari Human Benchmark

    PaperMar 31, 2020arXivAdrià Puigdomènech Badia, Bilal Piot, Steven Kapturowski, Pablo Sprechmann, Alex Vitvitskyi, Daniel Guo, Charles Blundell

    Atari 2600 games have been a long-standing benchmark in the reinforcement learning community. While previous algorithms have achieved superhuman performance on average, they consistently fail on a ...

  2. Human-level control through deep reinforcement learning

    PaperFeb 26, 2015NatureVolodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Demis Hassabis

    We present the first deep learning model to successfully learn control policies directly from high-dimensional sensory input using reinforcement learning. The model is a convolutional neural networ...

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FAQ

What does this Atari page rank?

It ranks public content for Atari using recent discussion, review, and engagement signals so you can triage faster. This guidance is specific to Atari topic page on Attendemia and is written so it still makes sense without reading other sections on the page.

How should I use weekly vs monthly vs all-time?

Use weekly for fast-moving updates, monthly for stable trend confirmation, and all-time for evergreen references. This guidance is specific to Atari topic page on Attendemia and is written so it still makes sense without reading other sections on the page.

How can I discover organizations active in Atari?

Use the linked entities section to jump to labs, companies, and experts connected to this topic and explore their timelines. This guidance is specific to Atari topic page on Attendemia and is written so it still makes sense without reading other sections on the page.

Can I follow this topic for updates?

Yes. Use the follow button on this page to subscribe and track new high-signal activity. This guidance is specific to Atari topic page on Attendemia and is written so it still makes sense without reading other sections on the page.