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Benchmarks
Reinforcement Learning on Atari 2600 random start condition
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6,072
Beam Rider Score
MAC
135.576
1,676.763
3,217.95
4,759.137
Sep 1, 2017
Beam Rider Score
Breakout Score
Pong Score
Q*bert Score
Seaquest Score
Space Invaders Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Beam Rider Score
Breakout Score
Pong Score
Q*bert Score
Seaquest Score
Space Invaders Score
MAC
Condition=random start...
2017.09
6,072
372.7
10.6
243.4
1,703.4
1,173.1
A2C
Condition=random start...
2017.09
5,846
370.9
18
1,651.5
1,702.5
1,201.2
TRPO
Condition=random start...
2017.09
1,425.2
10.8
20.9
1,973.5
1,908.6
568.4
ES
Condition=random start...
2017.09
744
9.5
21
147.5
1,390
678.5
Random
Condition=random start...
2017.09
363.9
1.7
-20.7
183
68.4
148
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