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Reinforcement Learning on Atari Seaquest Expected Environment (train)

377.21Training RewardPPO + Naive Shield
133.0908196.4679259.845323.2221Nov 4, 2025

Evaluation results

MethodLinks
PPO + Naive ShieldShield type=Naive2025.11377.21100
PPO + Repaired ShieldShield type=Repaired2025.11261.77100
PPO + Adaptive ShieldShield type=Adaptive2025.11224.58100
PPO + Static ShieldShield type=Static2025.11224.03100
PPOShield type=None2025.11142.4819