RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Por um escritor misterioso
Descrição
In this issue, we look at MuZero, DeepMind’s new algorithm that learns a model and achieves AlphaZero performance in Chess, Shogi, and Go and achieves state-of-the-art performance on Atari. We also look at Safety Gym, OpenAI’s new environment suite for safe RL.
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://pub.mdpi-res.com/applsci/applsci-13-01406/article_deploy/html/images/applsci-13-01406-g002.png?1675068336)
Applied Sciences, Free Full-Text
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://www.endtoend.ai/assets/blog/rl-weekly/32/why_hierarchy_summary.png)
RL Weekly 32: New SotA Sample Efficiency on Atari and an Analysis of the Benefits of Hierarchical RL
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://www.marktechpost.com/wp-content/uploads/2023/06/Screenshot-2023-06-12-at-12.35.45-PM.png)
Superhuman Performance on the Atari 100K Benchmark: The Power of BBF - A New Value-Based RL Agent from Google DeepMind, Mila, and Universite de Montreal - MarkTechPost
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://image.slidesharecdn.com/stateofaireport2023-airstreetcapital-231017135838-83c7ef3e/85/state-of-ai-report-2023-air-street-capital-46-320.jpg?cb=1697551553)
State of AI Report 2023 - Air Street Capital
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://www.mdpi.com/applsci/applsci-13-01406/article_deploy/html/images/applsci-13-01406-g005-550.jpg)
Applied Sciences, Free Full-Text
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://www.researchgate.net/publication/371606133/figure/tbl5/AS:11431281168205795@1686885250122/Per-class-statistics-on-Bowling_Q320.jpg)
PDF) OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://media.arxiv-vanity.com/render-output/7078972/x2.png)
Mastering Atari Games with Limited Data – arXiv Vanity
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://production-media.paperswithcode.com/sota-thumbs/atari-games-on-atari-2600-kangaroo-large_78a03c33.png)
Atari 2600 Kangaroo Benchmark (Atari Games)
Johan Gras (@gras_johan) / X
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