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SOTA
Atari 游戏
Atari Games On Atari Game
Atari Games On Atari Game
评估指标
Human World Record Breakthrough
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Human World Record Breakthrough
Paper Title
Repository
GDI-H3
22
Generalized Data Distribution Iteration
-
Muzero
19
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Agent57
18
Agent57: Outperforming the Atari Human Benchmark
Go-Explore
17
Go-Explore: a New Approach for Hard-Exploration Problems
GDI-I3
17
Generalized Data Distribution Iteration
-
R2D2
15
Recurrent Experience Replay in Distributed Reinforcement Learning
-
NGU
8
Never Give Up: Learning Directed Exploration Strategies
Muesli
5
Muesli: Combining Improvements in Policy Optimization
Rainbow
4
Rainbow: Combining Improvements in Deep Reinforcement Learning
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