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Benchmarks
Safe Reinforcement Learning on 3D Quadrotor Fixed Obstacles
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100
Verified-15 Count
VSRL
-4
23
50
77
May 25, 2024
Verified-15 Count
Verified-Max Bound
Emp-15 Safety Rate
Emp-500 Safety Rate
Average Reward
Updated 4d ago
Evaluation Results
Method
Method
Links
Verified-15 Count
Verified-Max Bound
Emp-15 Safety Rate
Emp-500 Safety Rate
Average Reward
VSRL
2024.05
100
15
100
100
12,214
MBPPO
2024.05
41.1
1
75.4
73.1
1,329
PPO-Lag
2024.05
0
3
85.2
81.2
13,211
PPO-PID
2024.05
0
3
89.4
88.3
14,512
CAP
2024.05
0
4
63.6
59.2
14,111
CBF-RL
2024.05
0
2
82.3
79.2
14,010
RESPO
2024.05
0
1
65.7
21.3
798
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