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المنصة
الرئيسية
SOTA
ألعاب أتاري
Atari Games On Atari 2600 Montezumas Revenge
Atari Games On Atari 2600 Montezumas Revenge
المقاييس
Score
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Score
Paper Title
Go-Explore
43791
First return, then explore
Go-Explore
43763
Go-Explore: a New Approach for Hard-Exploration Problems
SND-V
21565
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
Agent57
9352.01
Agent57: Outperforming the Atari Human Benchmark
RND
8152
Exploration by Random Network Distillation
SND-VIC
7838
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
SND-STD
7212
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
A2C+CoEX
6635
Contingency-Aware Exploration in Reinforcement Learning
DQN-PixelCNN
3705.5
Count-Based Exploration with Neural Density Models
DDQN-PC
3459
Unifying Count-Based Exploration and Intrinsic Motivation
GDI-I3
3000
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
GDI-I3
3000
Generalized Data Distribution Iteration
Sarsa-φ-EB
2745.4
Count-Based Exploration in Feature Space for Reinforcement Learning
Intrinsic Reward Agent
2504.6
Large-Scale Study of Curiosity-Driven Learning
GDI-H3
2500
Generalized Data Distribution Iteration
Ape-X
2500.0
Distributed Prioritized Experience Replay
MuZero (Res2 Adam)
2500
Online and Offline Reinforcement Learning by Planning with a Learned Model
R2D2
2061.3
Recurrent Experience Replay in Distributed Reinforcement Learning
DQN+SR
1778.8
Count-Based Exploration with the Successor Representation
DQNMMCe+SR
1778.6
Count-Based Exploration with the Successor Representation
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