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Benchmarks
Atari Game Playing on Atari 55 games 200M environment steps (test)
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2.64
Gamer Median Score
DreamerV2 (schedules)
0.5704
1.1077
1.645
2.1823
Oct 5, 2020
Gamer Median Score
Gamer Mean Score
Record Mean Score
Clipped Record Mean Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Gamer Median Score
Gamer Mean Score
Record Mean Score
Clipped Record Mean Score
DreamerV2 (schedules)
Training steps=200M, S...
2020.10
2.64
10.45
0.43
0.28
DreamerV2
Training steps=200M, S...
2020.10
2.15
11.33
0.44
0.28
Rainbow
Training steps=200M, S...
2020.10
1.47
9.12
0.17
0.17
IQN
Training steps=200M, S...
2020.10
1.29
8.85
0.21
0.21
C51
Training steps=200M, S...
2020.10
1.09
7.7
0.15
0.15
DQN
Training steps=200M, S...
2020.10
0.65
2.84
0.12
0.12
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