Web15 Sep 2024 · Title: Human-level Atari 200x faster. Authors: ... Agent57 was the first agent to surpass the human benchmark on all 57 games, but this came at the cost of poor data-efficiency, requiring nearly 80 billion frames of experience to achieve. ... Taking Agent57 as a starting point, we employ a diverse set of strategies to achieve a 200-fold ... Web5 Apr 2024 · According to Deepmind, if an agent learns when to explore a game and when to exploit it, then it can achieve above human-level performance in both easy and hard games. ... This enables the agent to beat any human in all of the 57 Atari 2600 games. However, the London-based research company still think that Agent57 can be improved. …

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Web25 Feb 2015 · We tested this agent on the challenging domain of classic Atari 2600 games. We demonstrate that the deep Q-network agent, receiving only the pixels and the game score as inputs, was able to surpass the performance of all previous algorithms and achieve a level comparable to that of a professional human games tester across a set of 49 … gretha boonstra

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http://aixpaper.com/view/humanlevel_atari_200x_faster Web25 Feb 2015 · We tested this agent on the challenging domain of classic Atari 2600 games. We demonstrate that the deep Q-network agent, receiving only the pixels and the game score as inputs, was able to surpass the performance of all previous algorithms and achieve a level comparable to that of a professional human games tester across a set of 49 … Web- Human Cannonball (Atari 2600 Game) - Level 5 Longplay -Great in its simplicity...For more videos like this, please subscribe to our channel.Our retro gamin... fiction primarily involves