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Reinforcement Learning on Minepump 1.0 (train)

-806.73RewardDQN + Static (*)
-886.1548-865.5349-844.915-824.2951Nov 4, 2025

Evaluation results

MethodLinks
DQN + Static (*)Shielding=Static (*)2025.11-806.73100
DQN + AdaptiveShielding=Adaptive2025.11-807.21100
DQN + Static 2Shielding=Static 22025.11-816.330
Static Ctrl. 2Type=Symbolic Controller2025.11-827.87100
Static Ctrl. 1Type=Symbolic Controller2025.11-849.64100
DQN + Static 1Shielding=Static 12025.11-882.250
DQNShielding=None2025.11-883.10