RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Por um escritor misterioso
Last updated 16 junho 2024
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](http://www.endtoend.ai/assets/blog/rl-weekly/36/muzero.png)
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://media.arxiv-vanity.com/render-output/7078972/figs/consistency_decoder.png)
Mastering Atari Games with Limited Data – arXiv Vanity
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://ml-research.github.io/images/friedrich2023xiltypology.png)
Kristian Kersting
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](http://www.endtoend.ai/assets/blog/rl-weekly/35/sibling_rivalry.png)
RL Weekly 35: Escaping Local Optimas in Distance-based Rewards and Choosing the Best Teacher
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://pbs.twimg.com/media/FjESo3NXEAIBxxB.jpg)
Johan Gras (@gras_johan) / X
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://image.slidesharecdn.com/memoryforleanreinforcementlearning-220413044334/85/memory-for-lean-reinforcement-learningpdf-3-320.jpg?cb=1668329705)
Memory for Lean Reinforcement Learning.pdf
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://www.endtoend.ai/assets/blog/rl-weekly/33/action_grammar.png)
Home
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://www.researchgate.net/publication/367346071/figure/fig2/AS:11431281114380125@1674479657078/Flowchart-of-the-phase-of-backpropagation_Q320.jpg)
PDF) Tensor Implementation of Monte-Carlo Tree Search for Model-Based Reinforcement Learning
![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)
![RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari](https://www.researchgate.net/publication/350879591/figure/fig2/AS:1012871978815489@1618498906554/Comparison-of-Alpha-Ts-learning-curve-with-baselines-on-VRP100-as-the-number-of-training_Q320.jpg)
PDF) Alpha-T: Learning to Traverse over Graphs with An AlphaZero-inspired Self-Play Framework
![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-g003-550.jpg)
Applied Sciences, Free Full-Text
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