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SOTA
Atari Games
Atari Games On Atari 2600 Venture
Atari Games On Atari 2600 Venture
Metrics
Score
Results
Performance results of various models on this benchmark
Columns
Model Name
Score
Paper Title
Repository
ASL DDQN
291
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
-
DQN hs
136.0
Deep Reinforcement Learning with Double Q-learning
-
QR-DQN-1
43.9
Distributional Reinforcement Learning with Quantile Regression
-
GDI-H3
2000
Generalized Data Distribution Iteration
-
Best Learner
66
The Arcade Learning Environment: An Evaluation Platform for General Agents
-
Advantage Learning
198.69
Increasing the Action Gap: New Operators for Reinforcement Learning
-
MuZero (Res2 Adam)
1731.47
Online and Offline Reinforcement Learning by Planning with a Learned Model
-
Ape-X
1813
Distributed Prioritized Experience Replay
-
Nature DQN
380.0
Human level control through deep reinforcement learning
SND-STD
2138
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
-
Sarsa-φ-EB
1169.2
Count-Based Exploration in Feature Space for Reinforcement Learning
-
SARSA
0.6
-
-
DQN-PixelCNN
82.2
Count-Based Exploration with Neural Density Models
-
Bootstrapped DQN
212.5
Deep Exploration via Bootstrapped DQN
-
Go-Explore
2281
First return, then explore
-
DQN-CTS
48.0
Count-Based Exploration with Neural Density Models
-
Gorila
523.4
Massively Parallel Methods for Deep Reinforcement Learning
-
C51 noop
1520.0
A Distributional Perspective on Reinforcement Learning
-
DDQN (tuned) hs
21.0
Deep Reinforcement Learning with Double Q-learning
-
GDI-I3
2035
Generalized Data Distribution Iteration
-
0 of 55 row(s) selected.
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