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Reinforcement Learning on Atari 2600 GRAVITAR
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3,351.4
GRAVITAR Score
Average Human
-10.816
862.067
1,734.95
2,607.833
Jul 31, 2018
Mar 24, 2019
Nov 15, 2019
Jul 8, 2020
Mar 1, 2021
Oct 23, 2021
Jun 16, 2022
GRAVITAR Score
GRAVITAR Score Std Dev
Updated 4d ago
Evaluation Results
Method
Method
Links
GRAVITAR Score
GRAVITAR Score Std Dev
Average Human
Pure-exploration regim...
2022.06
3,351.4
-
DQN MMC
Training frames=100 mi...
2018.07
1,078.3
251.1
ICM
Pure-exploration regim...
2022.06
1,040.45
-
RND
Pure-exploration regim...
2022.06
954.84
-
BYOL-Explore
Pure-exploration regim...
2022.06
795.95
-
RND
Training frames=100 mi...
2018.07
790
122.9
DQN MMC + SR
Training frames=100 mi...
2018.07
457.4
120.3
DQN MMC PIXELCNN
Training frames=100 mi...
2018.07
275.4
-
DQN MMC CTS
Training frames=100 mi...
2018.07
199.8
-
DQN
Training frames=100 mi...
2018.07
118.5
22
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