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Robotic Control on HalfCheetah v4 (Local Optima Escape Rate)
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76.8
Local Optima Escape Rate
MA-MPPI
13.88
30.215
46.55
62.885
Sep 24, 2025
Local Optima Escape Rate
Updated 24d ago
Evaluation Results
Method
Method
Links
Local Optima Escape Rate
MA-MPPI
initial states=challen...
2025.09
76.8
SAC
initial states=challen...
2025.09
51.5
PPO
initial states=challen...
2025.09
45.3
DDPG
initial states=challen...
2025.09
39.7
MPPI
initial states=challen...
2025.09
36.2
MPC
initial states=challen...
2025.09
31.4
iLQR
initial states=challen...
2025.09
16.3
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