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Plattform
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SOTA
Atari-Spiele
Atari Games On Atari Game
Atari Games On Atari Game
Metriken
Human World Record Breakthrough
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
Human World Record Breakthrough
Paper Title
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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