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RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari

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Last updated 22 fevereiro 2025
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
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
PDF) Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Scheduling UAV Swarm with Attention-based Graph Reinforcement Learning for Ground-to-air Heterogeneous Data Communication
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Applied Sciences, Free Full-Text
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Warm-start Reinforcement Learning Mobility Science Automation and Inclusion Center
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Atari 2600 Kangaroo Benchmark (Atari Games)
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Johan Gras (@gras_johan) / X
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
RL Weekly
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
PDF) Mastering Atari Games with Limited Data
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
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RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Summaries from arXiv e-Print archive on
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
Denis Yarats on X: Impressive improvements in data-efficiency on Atari 100K, shattering our month old SOTA results from DrQ! Glad to see that some of our ideas ended up being useful in
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
PDF) OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments
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