LearningMDPsfromFeatures: Predict-Then-OptimizeforSequentialDecision ProblemsbyReinforcementLearning

Neural Information Processing Systems 

To resolve the first challenge, we propose to sample anestimate ofthefirst-order andsecond-order derivativestoapproximate theoptimality andKKT conditions.

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