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Benchmarks
Control Performance on Cart-pole Balancing (CPB)
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-0.99
Selected Return
NFQ
-9.3516
-7.1808
-5.01
-2.8392
Oct 19, 2016
Selected Return
Mean Return
Return Std Dev
Updated 1mo ago
Evaluation Results
Method
Method
Links
Selected Return
Mean Return
Return Std Dev
NFQ
Batch size=10,000
2016.10
-0.99
-1.18
0.23
FPSRL
Batch size=100,000
2016.10
-1.31
-1.31
0.0009
NFQ
Batch size=1,000
2016.10
-1.35
-1.82
0.54
NFQ
Batch size=100,000
2016.10
-1.81
-2.03
0.24
FPSRL
Batch size=10,000
2016.10
-3.29
-3.3
0.02
FPSRL
Batch size=1,000
2016.10
-9.03
-14.59
5.34
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