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Atari Game Reinforcement Learning on Atari Seaquest Unexpected Environment (evaluation)

75.6RewardPPO + Repaired Shield
-3.02417.38837.858.212Nov 4, 2025

Evaluation results

MethodLinks
PPO + Repaired ShieldShield type=Repaired2025.1175.61000.05
PPO + Adaptive ShieldShield type=Adaptive2025.1158.81000.06
PPO + Naive ShieldShield type=Naive2025.110.210.18
PPOShield type=None2025.1100—
PPO + Static ShieldShield type=Static2025.11000.08