CARE-VI: Conservative Adaptive Reliability Estimation for Value Improvement in Off-Policy Actor-Critic Learning
CARE-VI introduces CARS, SEVA, and DARE components for reliability-aware value targets, achieving highest mean returns across twelve SAC, TD3, and TD7 settings.