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Benchmarks
Reinforcement Learning on Swimmer v3
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359.79
Mean Reward
GA
58.4084
136.6517
214.895
293.1383
Apr 30, 2022
Sep 2, 2022
Jan 6, 2023
May 12, 2023
Sep 15, 2023
Jan 19, 2024
May 24, 2024
Mean Reward
Reward Std Dev
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Reward
Reward Std Dev
GA
Mode size (N)=2^8
2022.04
359.79
4.21
TTOpt
Mode size (N)=3
2022.04
357.5
6.59
GA
Mode size (N)=3
2022.04
349.91
10.04
CMAES
Mode size (N)=3
2022.04
342.31
36.07
CMAES
Mode size (N)=2^8
2022.04
340.54
78.9
OPENES
Mode size (N)=3
2022.04
318.39
44.61
TTOpt
Mode size (N)=2^8
2022.04
311.82
29.61
DACER
2024.05
152
-
DDPG
2024.05
146
-
SAC
2024.05
140
-
DSAC
2024.05
138
-
TD3
2024.05
134
-
PPO
2024.05
130
-
OPENES
Mode size (N)=2^8
2022.04
109.39
40.11
TRPO
2024.05
70
-
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