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Safe Reinforcement Learning on 15-concept neural simulation environment (test)

34.64ReturnUnconstrained
32.601633.130833.6634.1892Apr 5, 2026

Evaluation results

MethodLinks
Unconstrained2026.0434.6469.9291.719.0227.14
Reward-Shaped2026.0434.6469.9291.719.0227.14
Post-hoc2026.0434.6469.9291.719.0227.14
MC-CPOfrontier=enabled2026.0432.7344.4787.19.6923.14
MC-CPO (no frontier)frontier=disabled2026.0432.6844.5187.29.6923.12