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المنصة
الرئيسية
SOTA
ألعاب أتاري
Atari Games On Atari 2600 Private Eye
Atari Games On Atari 2600 Private Eye
المقاييس
Score
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Score
Paper Title
Go-Explore
95756
First return, then explore
Agent57
79716.46
Agent57: Outperforming the Atari Human Benchmark
SND-VIC
17313
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
MuZero
15299.98
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
GDI-I3
15100
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
GDI-H3
15100
Generalized Data Distribution Iteration
GDI-I3
15100
Generalized Data Distribution Iteration
C51 noop
15095.0
A Distributional Perspective on Reinforcement Learning
SND-STD
15089
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
CGP
12702.2
Evolving simple programs for playing Atari games
RND
8666
Exploration by Random Network Distillation
DQN-PixelCNN
8358.7
Count-Based Exploration with Neural Density Models
R2D2
5322.7
Recurrent Experience Replay in Distributed Reinforcement Learning
Advantage Learning
5276.16
Increasing the Action Gap: New Operators for Reinforcement Learning
SND-V
4213
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
Intrinsic Reward Agent
3036.5
Large-Scale Study of Curiosity-Driven Learning
Gorila
2598.6
Massively Parallel Methods for Deep Reinforcement Learning
DreamerV2
2198
Mastering Atari with Discrete World Models
Best Baseline
1947.3
The Arcade Learning Environment: An Evaluation Platform for General Agents
Bootstrapped DQN
1812.5
Deep Exploration via Bootstrapped DQN
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Atari Games On Atari 2600 Private Eye | SOTA | HyperAI